[
  {
    "ssoc": "12112",
    "onet_soc": "11-3012.00",
    "onet_title": "Administrative Services Managers",
    "match_score": 1,
    "tasks": [
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Set goals and deadlines for the department.",
      "Acquire, distribute and store supplies.",
      "Analyze internal processes and recommend and implement procedural or policy changes to improve operations, such as supply changes or the disposal of records.",
      "Conduct classes to teach procedures to staff.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Hire and terminate clerical and administrative personnel.",
      "Direct or coordinate the supportive services department of a business, agency, or organization.",
      "Communicate with and provide guidance for external vendors and service providers to ensure the organization, department, or work unit's business needs are met.",
      "Develop operational standards and procedures for the work unit or department."
    ],
    "technologies": [
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12221",
    "onet_soc": "11-2032.00",
    "onet_title": "Public Relations Managers",
    "match_score": 0.5,
    "tasks": [
      "Assign, supervise, and review the activities of public relations staff.",
      "Confer with labor relations managers to develop internal communications that keep employees informed of company activities.",
      "Design and edit promotional publications, such as brochures.",
      "Develop and maintain the company's corporate image and identity, which includes the use of logos and signage.",
      "Develop, implement, or maintain crisis communication plans.",
      "Direct activities of external agencies, establishments, or departments that develop and implement communication strategies and information programs.",
      "Draft speeches for company executives and arrange interviews and other forms of contact for them.",
      "Establish and maintain effective working relationships with clients, government officials, and media representatives and use these relationships to develop new business opportunities.",
      "Evaluate advertising and promotion programs for compatibility with public relations efforts.",
      "Facilitate consumer relations or the relationship between parts of the company, such as the managers and employees, or different branch offices."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Canva",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13430",
    "onet_soc": "11-3012.00",
    "onet_title": "Administrative Services Managers",
    "match_score": 0.33,
    "tasks": [
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Set goals and deadlines for the department.",
      "Acquire, distribute and store supplies.",
      "Analyze internal processes and recommend and implement procedural or policy changes to improve operations, such as supply changes or the disposal of records.",
      "Conduct classes to teach procedures to staff.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Hire and terminate clerical and administrative personnel.",
      "Direct or coordinate the supportive services department of a business, agency, or organization.",
      "Communicate with and provide guidance for external vendors and service providers to ensure the organization, department, or work unit's business needs are met.",
      "Develop operational standards and procedures for the work unit or department."
    ],
    "technologies": [
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "14330",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "14322",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12113",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12111",
    "onet_soc": "11-3031.00",
    "onet_title": "Financial Managers",
    "match_score": 0.5,
    "tasks": [
      "Establish and maintain relationships with individual or business customers or provide assistance with problems these customers may encounter.",
      "Oversee the flow of cash or financial instruments.",
      "Plan, direct, or coordinate the activities of workers in branches, offices, or departments of establishments, such as branch banks, brokerage firms, risk and insurance departments, or credit departments.",
      "Recruit staff members.",
      "Evaluate data pertaining to costs to plan budgets.",
      "Oversee training programs.",
      "Establish procedures for custody or control of assets, records, loan collateral, or securities to ensure safekeeping.",
      "Communicate with stockholders or other investors to provide information or to raise capital.",
      "Develop or analyze information to assess the current or future financial status of firms.",
      "Approve, reject, or coordinate the approval or rejection of lines of credit or commercial, real estate, or personal loans."
    ],
    "technologies": [
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic for Applications VBA",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12212",
    "onet_soc": "11-3131.00",
    "onet_title": "Training and Development Managers",
    "match_score": 0.33,
    "tasks": [
      "Analyze training needs to develop new training programs or modify and improve existing programs.",
      "Evaluate instructor performance and the effectiveness of training programs, providing recommendations for improvement.",
      "Plan, develop, and provide training and staff development programs, using knowledge of the effectiveness of methods such as classroom training, demonstrations, on-the-job training, meetings, conferences, and workshops.",
      "Confer with management and conduct surveys to identify training needs based on projected production processes, changes, and other factors.",
      "Conduct orientation sessions and arrange on-the-job training for new hires.",
      "Train instructors and supervisors in techniques and skills for training and dealing with employees.",
      "Develop and organize training manuals, multimedia visual aids, and other educational materials.",
      "Prepare training budget for department or organization.",
      "Develop testing and evaluation procedures.",
      "Conduct or arrange for ongoing technical training and personal development classes for staff members."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Adobe ActionScript",
        "category": "Development environment software",
        "hot": false
      },
      {
        "name": "Adobe Captivate",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Adobe Dreamweaver",
        "category": "Web page creation and editing software",
        "hot": false
      },
      {
        "name": "Adobe Presenter",
        "category": "Computer based training software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "12242",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "14122",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13301",
    "onet_soc": "15-1212.00",
    "onet_title": "Information Security Analysts",
    "match_score": 0.33,
    "tasks": [
      "Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.",
      "Monitor current reports of computer viruses to determine when to update virus protection systems.",
      "Encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.",
      "Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.",
      "Modify computer security files to incorporate new software, correct errors, or change individual access status.",
      "Review violations of computer security procedures and discuss procedures with violators to ensure violations are not repeated.",
      "Document computer security and emergency measures policies, procedures, and tests.",
      "Confer with users to discuss issues such as computer data access needs, security violations, and programming changes.",
      "Monitor use of data files and regulate access to safeguard information in computer files.",
      "Coordinate implementation of computer system plan with establishment personnel and outside vendors."
    ],
    "technologies": [
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apache Maven",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "11203",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13492",
    "onet_soc": "11-2032.00",
    "onet_title": "Public Relations Managers",
    "match_score": 0.33,
    "tasks": [
      "Assign, supervise, and review the activities of public relations staff.",
      "Confer with labor relations managers to develop internal communications that keep employees informed of company activities.",
      "Design and edit promotional publications, such as brochures.",
      "Develop and maintain the company's corporate image and identity, which includes the use of logos and signage.",
      "Develop, implement, or maintain crisis communication plans.",
      "Direct activities of external agencies, establishments, or departments that develop and implement communication strategies and information programs.",
      "Draft speeches for company executives and arrange interviews and other forms of contact for them.",
      "Establish and maintain effective working relationships with clients, government officials, and media representatives and use these relationships to develop new business opportunities.",
      "Evaluate advertising and promotion programs for compatibility with public relations efforts.",
      "Facilitate consumer relations or the relationship between parts of the company, such as the managers and employees, or different branch offices."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Canva",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "11202",
    "onet_soc": "27-1011.00",
    "onet_title": "Art Directors",
    "match_score": 0.25,
    "tasks": [
      "Work with creative directors to develop design solutions.",
      "Present final layouts to clients for approval.",
      "Manage own accounts and projects, working within budget and scheduling requirements.",
      "Confer with creative, art, copywriting, or production department heads to discuss client requirements and presentation concepts and to coordinate creative activities.",
      "Confer with clients to determine objectives, budget, background information, and presentation approaches, styles, and techniques.",
      "Formulate basic layout design or presentation approach and specify material details, such as style and size of type, photographs, graphics, animation, video, and sound.",
      "Review and approve art materials, copy materials, and proofs of printed copy developed by staff members.",
      "Create custom illustrations or other graphic elements.",
      "Attend photo shoots and printing sessions to ensure that the products needed are obtained.",
      "Review illustrative material to determine if it conforms to standards and specifications."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Network conferencing software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Cascading style sheets CSS",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Figma",
        "category": "Graphical user interface development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13230",
    "onet_soc": "11-9021.00",
    "onet_title": "Construction Managers",
    "match_score": 0.5,
    "tasks": [
      "Inspect or review projects to monitor compliance with building and safety codes or other regulations.",
      "Develop or implement quality control programs.",
      "Plan, schedule, or coordinate construction project activities to meet deadlines.",
      "Prepare and submit budget estimates, progress reports, or cost tracking reports.",
      "Direct and supervise construction or related workers.",
      "Determine labor requirements for dispatching workers to construction sites.",
      "Confer with supervisory personnel, owners, contractors, or design professionals to discuss and resolve matters, such as work procedures, complaints, or construction problems.",
      "Prepare contracts or negotiate revisions to contractual agreements with architects, consultants, clients, suppliers, or subcontractors.",
      "Study job specifications to determine appropriate construction methods.",
      "Plan, organize, or direct activities concerned with the construction or maintenance of structures, facilities, or systems."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Procore software",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Trimble SketchUp Pro",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Yardi software",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12241",
    "onet_soc": "11-3012.00",
    "onet_title": "Administrative Services Managers",
    "match_score": 0.33,
    "tasks": [
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Set goals and deadlines for the department.",
      "Acquire, distribute and store supplies.",
      "Analyze internal processes and recommend and implement procedural or policy changes to improve operations, such as supply changes or the disposal of records.",
      "Conduct classes to teach procedures to staff.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Hire and terminate clerical and administrative personnel.",
      "Direct or coordinate the supportive services department of a business, agency, or organization.",
      "Communicate with and provide guidance for external vendors and service providers to ensure the organization, department, or work unit's business needs are met.",
      "Develop operational standards and procedures for the work unit or department."
    ],
    "technologies": [
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "14391",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13463",
    "onet_soc": "11-3031.00",
    "onet_title": "Financial Managers",
    "match_score": 0.5,
    "tasks": [
      "Establish and maintain relationships with individual or business customers or provide assistance with problems these customers may encounter.",
      "Oversee the flow of cash or financial instruments.",
      "Plan, direct, or coordinate the activities of workers in branches, offices, or departments of establishments, such as branch banks, brokerage firms, risk and insurance departments, or credit departments.",
      "Recruit staff members.",
      "Evaluate data pertaining to costs to plan budgets.",
      "Oversee training programs.",
      "Establish procedures for custody or control of assets, records, loan collateral, or securities to ensure safekeeping.",
      "Communicate with stockholders or other investors to provide information or to raise capital.",
      "Develop or analyze information to assess the current or future financial status of firms.",
      "Approve, reject, or coordinate the approval or rejection of lines of credit or commercial, real estate, or personal loans."
    ],
    "technologies": [
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic for Applications VBA",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13461",
    "onet_soc": "11-3031.00",
    "onet_title": "Financial Managers",
    "match_score": 0.5,
    "tasks": [
      "Establish and maintain relationships with individual or business customers or provide assistance with problems these customers may encounter.",
      "Oversee the flow of cash or financial instruments.",
      "Plan, direct, or coordinate the activities of workers in branches, offices, or departments of establishments, such as branch banks, brokerage firms, risk and insurance departments, or credit departments.",
      "Recruit staff members.",
      "Evaluate data pertaining to costs to plan budgets.",
      "Oversee training programs.",
      "Establish procedures for custody or control of assets, records, loan collateral, or securities to ensure safekeeping.",
      "Communicate with stockholders or other investors to provide information or to raise capital.",
      "Develop or analyze information to assess the current or future financial status of firms.",
      "Approve, reject, or coordinate the approval or rejection of lines of credit or commercial, real estate, or personal loans."
    ],
    "technologies": [
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic for Applications VBA",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "14123",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.5,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13420",
    "onet_soc": "11-9111.00",
    "onet_title": "Medical and Health Services Managers",
    "match_score": 0.38,
    "tasks": [
      "Direct, supervise and evaluate work activities of medical, nursing, technical, clerical, service, maintenance, and other personnel.",
      "Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.",
      "Plan, implement, and administer programs and services in a health care or medical facility, including personnel administration, training, and coordination of medical, nursing and physical plant staff.",
      "Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting.",
      "Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.",
      "Establish work schedules and assignments for staff, according to workload, space, and equipment availability.",
      "Monitor the use of diagnostic services, inpatient beds, facilities, and staff to ensure effective use of resources and assess the need for additional staff, equipment, and services.",
      "Direct or conduct recruitment, hiring, and training of personnel.",
      "Manage change in integrated health care delivery systems, such as work restructuring, technological innovations, and shifts in the focus of care.",
      "Maintain communication between governing boards, medical staff, and department heads by attending board meetings and coordinating interdepartmental functioning."
    ],
    "technologies": [
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Maven",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Henry Schein Dentrix",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "14110",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.5,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13304",
    "onet_soc": "11-3012.00",
    "onet_title": "Administrative Services Managers",
    "match_score": 0.33,
    "tasks": [
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Set goals and deadlines for the department.",
      "Acquire, distribute and store supplies.",
      "Analyze internal processes and recommend and implement procedural or policy changes to improve operations, such as supply changes or the disposal of records.",
      "Conduct classes to teach procedures to staff.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Hire and terminate clerical and administrative personnel.",
      "Direct or coordinate the supportive services department of a business, agency, or organization.",
      "Communicate with and provide guidance for external vendors and service providers to ensure the organization, department, or work unit's business needs are met.",
      "Develop operational standards and procedures for the work unit or department."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Google Docs",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12122",
    "onet_soc": "11-2032.00",
    "onet_title": "Public Relations Managers",
    "match_score": 0.33,
    "tasks": [
      "Assign, supervise, and review the activities of public relations staff.",
      "Confer with labor relations managers to develop internal communications that keep employees informed of company activities.",
      "Design and edit promotional publications, such as brochures.",
      "Develop and maintain the company's corporate image and identity, which includes the use of logos and signage.",
      "Develop, implement, or maintain crisis communication plans.",
      "Direct activities of external agencies, establishments, or departments that develop and implement communication strategies and information programs.",
      "Draft speeches for company executives and arrange interviews and other forms of contact for them.",
      "Establish and maintain effective working relationships with clients, government officials, and media representatives and use these relationships to develop new business opportunities.",
      "Evaluate advertising and promotion programs for compatibility with public relations efforts.",
      "Facilitate consumer relations or the relationship between parts of the company, such as the managers and employees, or different branch offices."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Canva",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13462",
    "onet_soc": "11-3012.00",
    "onet_title": "Administrative Services Managers",
    "match_score": 0.33,
    "tasks": [
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Set goals and deadlines for the department.",
      "Acquire, distribute and store supplies.",
      "Analyze internal processes and recommend and implement procedural or policy changes to improve operations, such as supply changes or the disposal of records.",
      "Conduct classes to teach procedures to staff.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Hire and terminate clerical and administrative personnel.",
      "Direct or coordinate the supportive services department of a business, agency, or organization.",
      "Communicate with and provide guidance for external vendors and service providers to ensure the organization, department, or work unit's business needs are met.",
      "Develop operational standards and procedures for the work unit or department."
    ],
    "technologies": [
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12192",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "11201",
    "onet_soc": "27-1011.00",
    "onet_title": "Art Directors",
    "match_score": 0.25,
    "tasks": [
      "Work with creative directors to develop design solutions.",
      "Present final layouts to clients for approval.",
      "Manage own accounts and projects, working within budget and scheduling requirements.",
      "Confer with creative, art, copywriting, or production department heads to discuss client requirements and presentation concepts and to coordinate creative activities.",
      "Confer with clients to determine objectives, budget, background information, and presentation approaches, styles, and techniques.",
      "Formulate basic layout design or presentation approach and specify material details, such as style and size of type, photographs, graphics, animation, video, and sound.",
      "Review and approve art materials, copy materials, and proofs of printed copy developed by staff members.",
      "Create custom illustrations or other graphic elements.",
      "Attend photo shoots and printing sessions to ensure that the products needed are obtained.",
      "Review illustrative material to determine if it conforms to standards and specifications."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Network conferencing software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Cascading style sheets CSS",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Figma",
        "category": "Graphical user interface development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13210",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12222",
    "onet_soc": "11-2021.00",
    "onet_title": "Marketing Managers",
    "match_score": 0.5,
    "tasks": [
      "Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.",
      "Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.",
      "Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.",
      "Develop pricing strategies, balancing firm objectives and customer satisfaction.",
      "Compile lists describing product or service offerings.",
      "Direct the hiring, training, or performance evaluations of marketing or sales staff and oversee their daily activities.",
      "Consult with product development personnel on product specifications, such as design, color, or packaging.",
      "Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.",
      "Negotiate contracts with vendors or distributors to manage product distribution, establishing distribution networks or developing distribution strategies.",
      "Coordinate or participate in promotional activities or trade shows, working with developers, advertisers, or production managers, to market products or services."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Asana",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13493",
    "onet_soc": "27-2012.05",
    "onet_title": "Media Technical Directors/Managers",
    "match_score": 0.25,
    "tasks": [
      "Plan details such as framing, composition, camera movement, sound, and actor movement for each shot or scene.",
      "Communicate to actors the approach, characterization, and movement needed for each scene in such a way that rehearsals and takes are minimized.",
      "Direct live broadcasts, films and recordings, or non-broadcast programming for public entertainment or education.",
      "Research production topics using the internet, video archives, and other informational sources.",
      "Review film, recordings, or rehearsals to ensure conformance to production and broadcast standards.",
      "Study and research scripts to determine how they should be directed.",
      "Supervise and coordinate the work of camera, lighting, design, and sound crew members.",
      "Confer with technical directors, managers, crew members, and writers to discuss details of production, such as photography, script, music, sets, and costumes.",
      "Perform management activities, such as budgeting, scheduling, planning, and marketing.",
      "Consult with writers, producers, or actors about script changes or \"workshop\" scripts, through rehearsal with writers and actors to create final drafts."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Asana",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Canva",
        "category": "Graphics or photo imaging software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12214",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13303",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12215",
    "onet_soc": "11-2022.00",
    "onet_title": "Sales Managers",
    "match_score": 0.5,
    "tasks": [
      "Oversee regional and local sales managers and their staffs.",
      "Resolve customer complaints regarding sales and service.",
      "Monitor customer preferences to determine focus of sales efforts.",
      "Confer with potential customers regarding equipment needs, and advise customers on types of equipment to purchase.",
      "Review operational records and reports to project sales and determine profitability.",
      "Plan and direct staffing, training, and performance evaluations to develop and control sales and service programs.",
      "Direct and coordinate activities involving sales of manufactured products, services, commodities, real estate, or other subjects of sale.",
      "Determine price schedules and discount rates.",
      "Prepare budgets and approve budget expenditures.",
      "Confer or consult with department heads to plan advertising services and to secure information on equipment and customer specifications."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12121",
    "onet_soc": "11-3121.00",
    "onet_title": "Human Resources Managers",
    "match_score": 0.5,
    "tasks": [
      "Serve as a link between management and employees by handling questions, interpreting and administering contracts and helping resolve work-related problems.",
      "Plan, direct, supervise, and coordinate work activities of subordinates and staff relating to employment, compensation, labor relations, and employee relations.",
      "Perform difficult staffing duties, including dealing with understaffing, refereeing disputes, firing employees, and administering disciplinary procedures.",
      "Represent organization at personnel-related hearings and investigations.",
      "Negotiate bargaining agreements and help interpret labor contracts.",
      "Advise managers on organizational policy matters, such as equal employment opportunity and sexual harassment, and recommend needed changes.",
      "Plan and conduct new employee orientation to foster positive attitude toward organizational objectives.",
      "Analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements.",
      "Identify staff vacancies and recruit, interview, and select applicants.",
      "Investigate and report on industrial accidents for insurance carriers."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Kronos Workforce Timekeeper",
        "category": "Time accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Workday software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "AASoftTech Web Organization Chart",
        "category": "Charting software",
        "hot": false
      },
      {
        "name": "AccountantsWorld Payroll Relief",
        "category": "Accounting software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "12131",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13245",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.5,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13244",
    "onet_soc": "11-3012.00",
    "onet_title": "Administrative Services Managers",
    "match_score": 0.33,
    "tasks": [
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Set goals and deadlines for the department.",
      "Acquire, distribute and store supplies.",
      "Analyze internal processes and recommend and implement procedural or policy changes to improve operations, such as supply changes or the disposal of records.",
      "Conduct classes to teach procedures to staff.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Hire and terminate clerical and administrative personnel.",
      "Direct or coordinate the supportive services department of a business, agency, or organization.",
      "Communicate with and provide guidance for external vendors and service providers to ensure the organization, department, or work unit's business needs are met.",
      "Develop operational standards and procedures for the work unit or department."
    ],
    "technologies": [
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12191",
    "onet_soc": "11-3013.00",
    "onet_title": "Facilities Managers",
    "match_score": 0.5,
    "tasks": [
      "Monitor the facility to ensure that it remains safe, secure, and well-maintained.",
      "Oversee the maintenance and repair of machinery, equipment, and electrical and mechanical systems.",
      "Oversee construction and renovation projects to improve efficiency and to ensure that facilities meet environmental, health, and security standards, and comply with government regulations.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Participate in architectural and engineering planning and design, including space and installation management.",
      "Set goals and deadlines for the department.",
      "Conduct classes to teach procedures to staff.",
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Acquire, distribute and store supplies.",
      "Dispose of, or oversee the disposal of, surplus or unclaimed property."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13410",
    "onet_soc": "25-2021.00",
    "onet_title": "Elementary School Teachers, Except Special Education",
    "match_score": 0.2,
    "tasks": [
      "Instruct students individually and in groups, using teaching methods such as lectures, discussions, and demonstrations.",
      "Establish and enforce rules for behavior and procedures for maintaining order among the students.",
      "Guide and counsel students with adjustment or academic problems or with special academic interests.",
      "Adapt teaching methods and instructional materials to meet students' varying needs and interests.",
      "Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",
      "Prepare materials and classrooms for class activities.",
      "Read books to entire classes or small groups.",
      "Observe and evaluate students' performance, behavior, social development, and physical health.",
      "Confer with parents or guardians, teachers, counselors, and administrators to resolve students' behavioral and academic problems.",
      "Meet with parents and guardians to discuss their children's progress and to determine priorities for their children and their resource needs."
    ],
    "technologies": [
      {
        "name": "Blackboard software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Children's educational software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "ClassDojo",
        "category": "Desktop communications software",
        "hot": false
      },
      {
        "name": "ClassTag",
        "category": "Desktop communications software",
        "hot": false
      },
      {
        "name": "Common Curriculum",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "EasyCBM",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Edpuzzle",
        "category": "Multi-media educational software",
        "hot": false
      },
      {
        "name": "Flipgrid",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Google Classroom",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Google Drive",
        "category": "Cloud-based data access and sharing software",
        "hot": false
      },
      {
        "name": "Graphics software",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "JamBoard",
        "category": "Graphics or photo imaging software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "13242",
    "onet_soc": "11-3061.00",
    "onet_title": "Purchasing Managers",
    "match_score": 0.5,
    "tasks": [
      "Develop and implement purchasing and contract management instructions, policies, and procedures.",
      "Locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.",
      "Prepare bid awards requiring board approval.",
      "Direct and coordinate activities of personnel engaged in buying, selling, and distributing materials, equipment, machinery, and supplies.",
      "Review purchase order claims and contracts for conformance to company policy.",
      "Review, evaluate, and approve specifications for issuing and awarding bids.",
      "Administer online purchasing systems.",
      "Prepare and process requisitions and purchase orders for supplies and equipment.",
      "Interview and hire staff, and oversee staff training.",
      "Develop cost reduction strategies and savings plans."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Automated purchase order software",
        "category": "Procurement software",
        "hot": false
      },
      {
        "name": "Bottomline Technologies Bottomline Sprinter Purchasing Manager",
        "category": "Procurement software",
        "hot": false
      },
      {
        "name": "Bowen & Groves M1 ERP",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Corel Paradox",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Enterprise resource planning ERP software",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "13100",
    "onet_soc": "11-3051.00",
    "onet_title": "Industrial Production Managers",
    "match_score": 0.33,
    "tasks": [
      "Set and monitor product standards, examining samples of raw products or directing testing during processing, to ensure finished products are of prescribed quality.",
      "Direct or coordinate production, processing, distribution, or marketing activities of industrial organizations.",
      "Review processing schedules or production orders to make decisions concerning inventory requirements, staffing requirements, work procedures, or duty assignments, considering budgetary limitations and time constraints.",
      "Review operations and confer with technical or administrative staff to resolve production or processing problems.",
      "Hire, train, evaluate, or discharge staff or resolve personnel grievances.",
      "Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports to detect production problems.",
      "Prepare and maintain production reports or personnel records.",
      "Review plans and confer with research or support staff to develop new products or processes.",
      "Develop budgets or approve expenditures for supplies, materials, or human resources, ensuring that materials, labor, or equipment are used efficiently to meet production targets.",
      "Maintain current knowledge of the quality control field, relying on current literature pertaining to materials use, technological advances, or statistical studies."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Active Server Pages ASP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13292",
    "onet_soc": "11-3051.01",
    "onet_title": "Quality Control Systems Managers",
    "match_score": 0.38,
    "tasks": [
      "Set and monitor product standards, examining samples of raw products or directing testing during processing, to ensure finished products are of prescribed quality.",
      "Direct or coordinate production, processing, distribution, or marketing activities of industrial organizations.",
      "Review processing schedules or production orders to make decisions concerning inventory requirements, staffing requirements, work procedures, or duty assignments, considering budgetary limitations and time constraints.",
      "Review operations and confer with technical or administrative staff to resolve production or processing problems.",
      "Hire, train, evaluate, or discharge staff or resolve personnel grievances.",
      "Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports to detect production problems.",
      "Prepare and maintain production reports or personnel records.",
      "Review plans and confer with research or support staff to develop new products or processes.",
      "Develop budgets or approve expenditures for supplies, materials, or human resources, ensuring that materials, labor, or equipment are used efficiently to meet production targets.",
      "Maintain current knowledge of the quality control field, relying on current literature pertaining to materials use, technological advances, or statistical studies."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Active Server Pages ASP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12213",
    "onet_soc": "11-2022.00",
    "onet_title": "Sales Managers",
    "match_score": 0.5,
    "tasks": [
      "Oversee regional and local sales managers and their staffs.",
      "Resolve customer complaints regarding sales and service.",
      "Monitor customer preferences to determine focus of sales efforts.",
      "Confer with potential customers regarding equipment needs, and advise customers on types of equipment to purchase.",
      "Review operational records and reports to project sales and determine profitability.",
      "Plan and direct staffing, training, and performance evaluations to develop and control sales and service programs.",
      "Direct and coordinate activities involving sales of manufactured products, services, commodities, real estate, or other subjects of sale.",
      "Determine price schedules and discount rates.",
      "Prepare budgets and approve budget expenditures.",
      "Confer or consult with department heads to plan advertising services and to secure information on equipment and customer specifications."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12230",
    "onet_soc": "11-3131.00",
    "onet_title": "Training and Development Managers",
    "match_score": 0.33,
    "tasks": [
      "Analyze training needs to develop new training programs or modify and improve existing programs.",
      "Evaluate instructor performance and the effectiveness of training programs, providing recommendations for improvement.",
      "Plan, develop, and provide training and staff development programs, using knowledge of the effectiveness of methods such as classroom training, demonstrations, on-the-job training, meetings, conferences, and workshops.",
      "Confer with management and conduct surveys to identify training needs based on projected production processes, changes, and other factors.",
      "Conduct orientation sessions and arrange on-the-job training for new hires.",
      "Train instructors and supervisors in techniques and skills for training and dealing with employees.",
      "Develop and organize training manuals, multimedia visual aids, and other educational materials.",
      "Prepare training budget for department or organization.",
      "Develop testing and evaluation procedures.",
      "Conduct or arrange for ongoing technical training and personal development classes for staff members."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Adobe ActionScript",
        "category": "Development environment software",
        "hot": false
      },
      {
        "name": "Adobe Captivate",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Adobe Dreamweaver",
        "category": "Web page creation and editing software",
        "hot": false
      },
      {
        "name": "Adobe Presenter",
        "category": "Computer based training software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "14121",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "14201",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12133",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12211",
    "onet_soc": "11-2022.00",
    "onet_title": "Sales Managers",
    "match_score": 0.5,
    "tasks": [
      "Oversee regional and local sales managers and their staffs.",
      "Resolve customer complaints regarding sales and service.",
      "Monitor customer preferences to determine focus of sales efforts.",
      "Confer with potential customers regarding equipment needs, and advise customers on types of equipment to purchase.",
      "Review operational records and reports to project sales and determine profitability.",
      "Plan and direct staffing, training, and performance evaluations to develop and control sales and service programs.",
      "Direct and coordinate activities involving sales of manufactured products, services, commodities, real estate, or other subjects of sale.",
      "Determine price schedules and discount rates.",
      "Prepare budgets and approve budget expenditures.",
      "Confer or consult with department heads to plan advertising services and to secure information on equipment and customer specifications."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13451",
    "onet_soc": "19-3034.00",
    "onet_title": "School Psychologists",
    "match_score": 0.25,
    "tasks": [
      "Compile and interpret students' test results, along with information from teachers and parents, to diagnose conditions and to help assess eligibility for special services.",
      "Maintain student records, including special education reports, confidential records, records of services provided, and behavioral data.",
      "Report any pertinent information to the proper authorities in cases of child endangerment, neglect, or abuse.",
      "Select, administer, and score psychological tests.",
      "Interpret test results and prepare psychological reports for teachers, administrators, and parents.",
      "Assess an individual child's needs, limitations, and potential, using observation, review of school records, and consultation with parents and school personnel.",
      "Develop individualized educational plans in collaboration with teachers and other staff members.",
      "Counsel children and families to help solve conflicts and problems in learning and adjustment.",
      "Collect and analyze data to evaluate the effectiveness of academic programs and other services, such as behavioral management systems.",
      "Provide consultation to parents, teachers, administrators, and others on topics such as learning styles and behavior modification techniques."
    ],
    "technologies": [
      {
        "name": "Centris Group IEP Direct",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Centris Group RTIm Direct",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Chalkware Education Solutions IEPPro",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Global Education Technologies EXCENT",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Instructional software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "MediaNet Solutions e-IEP PRO",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Oasys structural design and analysis software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "PowerSchool Group PowerSchool SIS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Psychsoft !Observe",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Smart Solutions IEP Anywhere",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Spectrum K12 School Solutions Encore",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "SpED Forms",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "12194",
    "onet_soc": "11-3013.01",
    "onet_title": "Security Managers",
    "match_score": 0.5,
    "tasks": [
      "Monitor the facility to ensure that it remains safe, secure, and well-maintained.",
      "Oversee the maintenance and repair of machinery, equipment, and electrical and mechanical systems.",
      "Oversee construction and renovation projects to improve efficiency and to ensure that facilities meet environmental, health, and security standards, and comply with government regulations.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Participate in architectural and engineering planning and design, including space and installation management.",
      "Set goals and deadlines for the department.",
      "Conduct classes to teach procedures to staff.",
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Acquire, distribute and store supplies.",
      "Dispose of, or oversee the disposal of, surplus or unclaimed property."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13441",
    "onet_soc": "11-9151.00",
    "onet_title": "Social and Community Service Managers",
    "match_score": 0.38,
    "tasks": [
      "Establish and oversee administrative procedures to meet objectives set by boards of directors or senior management.",
      "Direct activities of professional and technical staff members and volunteers.",
      "Evaluate the work of staff and volunteers to ensure that programs are of appropriate quality and that resources are used effectively.",
      "Participate in the determination of organizational policies regarding such issues as participant eligibility, program requirements, and program benefits.",
      "Prepare and maintain records and reports, such as budgets, personnel records, or training manuals.",
      "Provide direct service and support to individuals or clients, such as handling a referral for child advocacy issues, conducting a needs evaluation, or resolving complaints.",
      "Establish and maintain relationships with other agencies and organizations in community to meet community needs and to ensure that services are not duplicated.",
      "Recruit, interview, and hire or sign up volunteers and staff.",
      "Research and analyze member or community needs to determine program directions and goals.",
      "Implement and evaluate staff, volunteer, or community training programs."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Blackbaud The Raiser's Edge",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Client information databases",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "FileMaker Pro",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Financial accounting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Healthcare common procedure coding system HCPCS",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Microsoft Dynamics",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Microsoft Publisher",
        "category": "Desktop publishing software",
        "hot": false
      },
      {
        "name": "Microsoft Visual FoxPro",
        "category": "Object oriented data base management software",
        "hot": false
      },
      {
        "name": "Oracle Reports",
        "category": "Data base reporting software",
        "hot": false
      },
      {
        "name": "PointClickCare healthcare software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "13302",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "14310",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12132",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "13241",
    "onet_soc": "11-3071.04",
    "onet_title": "Supply Chain Managers",
    "match_score": 0.33,
    "tasks": [
      "Supervise the activities of workers engaged in receiving, storing, testing, and shipping products or materials.",
      "Plan, develop, or implement warehouse safety and security programs and activities.",
      "Inspect physical conditions of warehouses, vehicle fleets, or equipment and order testing, maintenance, repairs, or replacements.",
      "Plan, organize, or manage the work of subordinate staff to ensure that the work is accomplished in a manner consistent with organizational requirements.",
      "Collaborate with other departments to integrate logistics with business systems or processes, such as customer sales, order management, accounting, or shipping.",
      "Analyze all aspects of corporate logistics to determine the most cost-effective or efficient means of transporting products or supplies.",
      "Resolve problems concerning transportation, logistics systems, imports or exports, or customer issues.",
      "Develop and document standard and emergency operating procedures for receiving, handling, storing, shipping, or salvaging products or materials.",
      "Monitor operations to ensure that staff members comply with administrative policies and procedures, safety rules, union contracts, environmental policies, or government regulations.",
      "Analyze the financial impact of proposed logistics changes, such as routing, shipping modes, product volumes or mixes, or carriers."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Structured query language SQL",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "3PL Central",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "13291",
    "onet_soc": "11-3012.00",
    "onet_title": "Administrative Services Managers",
    "match_score": 0.33,
    "tasks": [
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Set goals and deadlines for the department.",
      "Acquire, distribute and store supplies.",
      "Analyze internal processes and recommend and implement procedural or policy changes to improve operations, such as supply changes or the disposal of records.",
      "Conduct classes to teach procedures to staff.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Hire and terminate clerical and administrative personnel.",
      "Direct or coordinate the supportive services department of a business, agency, or organization.",
      "Communicate with and provide guidance for external vendors and service providers to ensure the organization, department, or work unit's business needs are met.",
      "Develop operational standards and procedures for the work unit or department."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Google Docs",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "12123",
    "onet_soc": "11-3131.00",
    "onet_title": "Training and Development Managers",
    "match_score": 0.33,
    "tasks": [
      "Analyze training needs to develop new training programs or modify and improve existing programs.",
      "Evaluate instructor performance and the effectiveness of training programs, providing recommendations for improvement.",
      "Plan, develop, and provide training and staff development programs, using knowledge of the effectiveness of methods such as classroom training, demonstrations, on-the-job training, meetings, conferences, and workshops.",
      "Confer with management and conduct surveys to identify training needs based on projected production processes, changes, and other factors.",
      "Conduct orientation sessions and arrange on-the-job training for new hires.",
      "Train instructors and supervisors in techniques and skills for training and dealing with employees.",
      "Develop and organize training manuals, multimedia visual aids, and other educational materials.",
      "Prepare training budget for department or organization.",
      "Develop testing and evaluation procedures.",
      "Conduct or arrange for ongoing technical training and personal development classes for staff members."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Adobe ActionScript",
        "category": "Development environment software",
        "hot": false
      },
      {
        "name": "Adobe Captivate",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Adobe Dreamweaver",
        "category": "Web page creation and editing software",
        "hot": false
      },
      {
        "name": "Adobe Presenter",
        "category": "Computer based training software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "13243",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.5,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "14392",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "14324",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "14202",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24111",
    "onet_soc": "13-2011.00",
    "onet_title": "Accountants and Auditors",
    "match_score": 0.26,
    "tasks": [
      "Prepare detailed reports on audit findings.",
      "Report to management about asset utilization and audit results, and recommend changes in operations and financial activities.",
      "Collect and analyze data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws, regulations, and management policies.",
      "Inspect account books and accounting systems for efficiency, effectiveness, and use of accepted accounting procedures to record transactions.",
      "Supervise auditing of establishments, and determine scope of investigation required.",
      "Confer with company officials about financial and regulatory matters.",
      "Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",
      "Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate.",
      "Examine records and interview workers to ensure recording of transactions and compliance with laws and regulations.",
      "Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards."
    ],
    "technologies": [
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic for Applications VBA",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21213",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "21471",
    "onet_soc": "13-1081.01",
    "onet_title": "Logistics Engineers",
    "match_score": 0.25,
    "tasks": [
      "Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",
      "Develop an understanding of customers' needs and take actions to ensure that such needs are met.",
      "Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.",
      "Develop proposals that include documentation for estimates.",
      "Review logistics performance with customers against targets, benchmarks, and service agreements.",
      "Direct availability and allocation of materials, supplies, and finished products.",
      "Redesign the movement of goods to maximize value and minimize costs.",
      "Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",
      "Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",
      "Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21443",
    "onet_soc": "49-9021.00",
    "onet_title": "Heating, Air Conditioning, and Refrigeration Mechanics and Installers",
    "match_score": 0.25,
    "tasks": [
      "Test electrical circuits or components for continuity, using electrical test equipment.",
      "Comply with all applicable standards, policies, or procedures, such as safety procedures or the maintenance of a clean work area.",
      "Study blueprints, design specifications, or manufacturers' recommendations to ascertain the configuration of heating or cooling equipment components and to ensure the proper installation of components.",
      "Discuss heating or cooling system malfunctions with users to isolate problems or to verify that repairs corrected malfunctions.",
      "Connect heating or air conditioning equipment to fuel, water, or refrigerant source to form complete circuit.",
      "Adjust system controls to settings recommended by manufacturer to balance system.",
      "Recommend, develop, or perform preventive or general maintenance procedures, such as cleaning, power-washing, or vacuuming equipment, oiling parts, or changing filters.",
      "Inspect and test systems to verify system compliance with plans and specifications or to detect and locate malfunctions.",
      "Repair or replace defective equipment, components, or wiring.",
      "Install or repair self-contained ground source heat pumps or hybrid ground or air source heat pumps to minimize carbon-based energy consumption and reduce carbon emissions."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Word",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Alerton Ascent Compass",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Atlas Construction Business Forms",
        "category": "Word processing software",
        "hot": false
      },
      {
        "name": "Building automation software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Computer aided design CAD software",
        "category": "Computer aided design CAD software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22141",
    "onet_soc": "29-1211.00",
    "onet_title": "Anesthesiologists",
    "match_score": 1,
    "tasks": [
      "Monitor patient before, during, and after anesthesia and counteract adverse reactions or complications.",
      "Record type and amount of anesthesia and patient condition throughout procedure.",
      "Provide and maintain life support and airway management and help prepare patients for emergency surgery.",
      "Administer anesthetic or sedation during medical procedures, using local, intravenous, spinal, or caudal methods.",
      "Examine patient, obtain medical history, and use diagnostic tests to determine risk during surgical, obstetrical, and other medical procedures.",
      "Position patient on operating table to maximize patient comfort and surgical accessibility.",
      "Coordinate administration of anesthetics with surgeons during operation.",
      "Decide when patients have recovered or stabilized enough to be sent to another room or ward or to be sent home following outpatient surgery.",
      "Confer with other medical professionals to determine type and method of anesthetic or sedation to render patient insensible to pain.",
      "Order laboratory tests, x-rays, and other diagnostic procedures."
    ],
    "technologies": [
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "AetherPalm InfusiCalc",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Anesthesia machine software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Drug database software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "EDImis Anesthesia Manager",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Electronic medical record EMR software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Healthpac Medical Billing",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Medical calculator software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Skyscape 5-Minute Clinical Consult",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Skyscape AnesthesiaDrugs",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "25140",
    "onet_soc": "15-1251.00",
    "onet_title": "Computer Programmers",
    "match_score": 0.25,
    "tasks": [
      "Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",
      "Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.",
      "Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.",
      "Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.",
      "Consult with managerial, engineering, and technical personnel to clarify program intent, identify problems, and suggest changes.",
      "Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.",
      "Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.",
      "Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.",
      "Consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.",
      "Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26543",
    "onet_soc": "27-4031.00",
    "onet_title": "Camera Operators, Television, Video, and Film",
    "match_score": 0.2,
    "tasks": [
      "Compose and frame each shot, applying the technical aspects of light, lenses, film, filters, and camera settings to achieve the effects sought by directors.",
      "Operate television or motion picture cameras to record scenes for television broadcasts, advertising, or motion pictures.",
      "Adjust positions and controls of cameras, printers, and related equipment to change focus, exposure, and lighting.",
      "Confer with directors, sound and lighting technicians, electricians, and other crew members to discuss assignments and determine filming sequences, desired effects, camera movements, and lighting requirements.",
      "Operate zoom lenses, changing images according to specifications and rehearsal instructions.",
      "Observe sets or locations for potential problems and to determine filming and lighting requirements.",
      "Set up and perform live shots for broadcast.",
      "Use cameras in any of several different camera mounts, such as stationary, track-mounted, or crane-mounted.",
      "Test, clean, maintain, and repair broadcast equipment, including testing microphones, to ensure proper working condition.",
      "Edit video for broadcast productions, including non-linear editing."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "TikTok",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Dreamweaver",
        "category": "Web page creation and editing software",
        "hot": false
      },
      {
        "name": "Adobe Premiere Pro",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Apple Final Cut Pro",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Apple Final Cut Studio",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Avid Technology audio visual editing software",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "DaVinci Resolve",
        "category": "Video creation and editing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21524",
    "onet_soc": "27-4011.00",
    "onet_title": "Audio and Video Technicians",
    "match_score": 0.33,
    "tasks": [
      "Notify supervisors when major equipment repairs are needed.",
      "Diagnose and resolve media system problems.",
      "Direct and coordinate activities of assistants and other personnel during production.",
      "Compress, digitize, duplicate, and store audio and video data.",
      "Install, adjust, and operate electronic equipment to record, edit, and transmit radio and television programs, motion pictures, video conferencing, or multimedia presentations.",
      "Control the lights and sound of events, such as live concerts, before and after performances, and during intermissions.",
      "Switch sources of video input from one camera or studio to another, from film to live programming, or from network to local programming.",
      "Record and edit audio material, such as movie soundtracks, using audio recording and editing equipment.",
      "Perform minor repairs and routine cleaning of audio and video equipment.",
      "Design layouts of audio and video equipment and perform upgrades and maintenance."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Cisco Webex",
        "category": "Video conferencing software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Teams",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "22661",
    "onet_soc": "27-4011.00",
    "onet_title": "Audio and Video Technicians",
    "match_score": 0.17,
    "tasks": [
      "Notify supervisors when major equipment repairs are needed.",
      "Diagnose and resolve media system problems.",
      "Direct and coordinate activities of assistants and other personnel during production.",
      "Compress, digitize, duplicate, and store audio and video data.",
      "Install, adjust, and operate electronic equipment to record, edit, and transmit radio and television programs, motion pictures, video conferencing, or multimedia presentations.",
      "Control the lights and sound of events, such as live concerts, before and after performances, and during intermissions.",
      "Switch sources of video input from one camera or studio to another, from film to live programming, or from network to local programming.",
      "Record and edit audio material, such as movie soundtracks, using audio recording and editing equipment.",
      "Perform minor repairs and routine cleaning of audio and video equipment.",
      "Design layouts of audio and video equipment and perform upgrades and maintenance."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Teams",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Adobe Dreamweaver",
        "category": "Web page creation and editing software",
        "hot": false
      },
      {
        "name": "Apple Final Cut Pro",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Apple iMovie",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Blackboard software",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "24112",
    "onet_soc": "13-2011.00",
    "onet_title": "Accountants and Auditors",
    "match_score": 0.25,
    "tasks": [
      "Prepare detailed reports on audit findings.",
      "Report to management about asset utilization and audit results, and recommend changes in operations and financial activities.",
      "Collect and analyze data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws, regulations, and management policies.",
      "Inspect account books and accounting systems for efficiency, effectiveness, and use of accepted accounting procedures to record transactions.",
      "Supervise auditing of establishments, and determine scope of investigation required.",
      "Confer with company officials about financial and regulatory matters.",
      "Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",
      "Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate.",
      "Examine records and interview workers to ensure recording of transactions and compliance with laws and regulations.",
      "Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards."
    ],
    "technologies": [
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic for Applications VBA",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26411",
    "onet_soc": "27-3043.00",
    "onet_title": "Writers and Authors",
    "match_score": 0.25,
    "tasks": [
      "Develop advertising campaigns for a wide range of clients, working with an advertising agency's creative director and art director to determine the best way to present advertising information.",
      "Vary language and tone of messages based on product and medium.",
      "Present drafts and ideas to clients.",
      "Discuss with the client the product, advertising themes and methods, and any changes that should be made in advertising copy.",
      "Review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products.",
      "Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.",
      "Conduct research and interviews to determine which of a product's selling features should be promoted.",
      "Invent names for products and write the slogans that appear on packaging, brochures and other promotional material.",
      "Collaborate with other writers on specific projects.",
      "Conduct research to obtain factual information and authentic detail, using sources such as newspaper accounts, diaries, and interviews."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Asana",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      },
      {
        "name": "Canva",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Figma",
        "category": "Graphical user interface development software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21413",
    "onet_soc": "13-1081.01",
    "onet_title": "Logistics Engineers",
    "match_score": 0.25,
    "tasks": [
      "Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",
      "Develop an understanding of customers' needs and take actions to ensure that such needs are met.",
      "Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.",
      "Develop proposals that include documentation for estimates.",
      "Review logistics performance with customers against targets, benchmarks, and service agreements.",
      "Direct availability and allocation of materials, supplies, and finished products.",
      "Redesign the movement of goods to maximize value and minimize costs.",
      "Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",
      "Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",
      "Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21343",
    "onet_soc": "19-1021.00",
    "onet_title": "Biochemists and Biophysicists",
    "match_score": 0.26,
    "tasks": [
      "Share research findings by writing scientific articles or by making presentations at scientific conferences.",
      "Teach or advise undergraduate or graduate students or supervise their research.",
      "Study physical principles of living cells or organisms and their electrical or mechanical energy, applying methods and knowledge of mathematics, physics, chemistry, or biology.",
      "Manage laboratory teams or monitor the quality of a team's work.",
      "Develop new methods to study the mechanisms of biological processes.",
      "Write grant proposals to obtain funding for research.",
      "Design or perform experiments with equipment, such as lasers, accelerators, or mass spectrometers.",
      "Determine the three-dimensional structure of biological macromolecules.",
      "Design or build laboratory equipment needed for special research projects.",
      "Prepare reports or recommendations, based upon research outcomes."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Perl",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "The MathWorks MATLAB",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "3D graphics software",
        "category": "Graphics or photo imaging software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21311",
    "onet_soc": "19-1023.00",
    "onet_title": "Zoologists and Wildlife Biologists",
    "match_score": 0.17,
    "tasks": [
      "Develop, or make recommendations on, management systems and plans for wildlife populations and habitat, consulting with stakeholders and the public at large to explore options.",
      "Inventory or estimate plant and wildlife populations.",
      "Inform and respond to public regarding wildlife and conservation issues, such as plant identification, hunting ordinances, and nuisance wildlife.",
      "Study animals in their natural habitats, assessing effects of environment and industry on animals, interpreting findings and recommending alternative operating conditions for industry.",
      "Disseminate information by writing reports and scientific papers or journal articles, and by making presentations and giving talks for schools, clubs, interest groups and park interpretive programs.",
      "Study characteristics of animals, such as origin, interrelationships, classification, life histories, diseases, development, genetics, and distribution.",
      "Perform administrative duties, such as fundraising, public relations, budgeting, and supervision of zoo staff.",
      "Check for, and ensure compliance with, environmental laws, and notify law enforcement when violations are identified.",
      "Analyze characteristics of animals to identify and classify them.",
      "Conduct literature reviews."
    ],
    "technologies": [
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Active Server Pages ASP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Computer modeling software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Database management software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ESRI ArcView",
        "category": "Geographic information system",
        "hot": false
      },
      {
        "name": "Geographic information system GIS software",
        "category": "Geographic information system",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21491",
    "onet_soc": "17-2031.00",
    "onet_title": "Bioengineers and Biomedical Engineers",
    "match_score": 0.33,
    "tasks": [
      "Evaluate the safety, efficiency, and effectiveness of biomedical equipment.",
      "Prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.",
      "Design or develop medical diagnostic or clinical instrumentation, equipment, or procedures, using the principles of engineering and biobehavioral sciences.",
      "Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.",
      "Adapt or design computer hardware or software for medical science uses.",
      "Maintain databases of experiment characteristics or results.",
      "Develop statistical models or simulations, using statistical or modeling software.",
      "Read current scientific or trade literature to stay abreast of scientific, industrial, or technological advances.",
      "Manage teams of engineers by creating schedules, tracking inventory, creating or using budgets, or overseeing contract obligations or deadlines.",
      "Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21610",
    "onet_soc": "15-1243.00",
    "onet_title": "Database Architects",
    "match_score": 0.25,
    "tasks": [
      "Develop and document database architectures.",
      "Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.",
      "Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.",
      "Design databases to support business applications, ensuring system scalability, security, performance, and reliability.",
      "Develop data models for applications, metadata tables, views or related database structures.",
      "Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.",
      "Develop methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs.",
      "Create and enforce database development standards.",
      "Document and communicate database schemas, using accepted notations.",
      "Develop data model describing data elements and their use, following procedures and using pen, template or computer software."
    ],
    "technologies": [
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Airflow",
        "category": "Procedure management software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21422",
    "onet_soc": "47-4011.00",
    "onet_title": "Construction and Building Inspectors",
    "match_score": 0.33,
    "tasks": [
      "Approve building plans that meet required specifications.",
      "Review and interpret plans, blueprints, site layouts, specifications, or construction methods to ensure compliance to legal requirements and safety regulations.",
      "Issue permits for construction, relocation, demolition, or occupancy.",
      "Inspect bridges, dams, highways, buildings, wiring, plumbing, electrical circuits, sewers, heating systems, or foundations during and after construction for structural quality, general safety, or conformance to specifications and codes.",
      "Monitor installation of plumbing, wiring, equipment, or appliances to ensure that installation is performed properly and is in compliance with applicable regulations.",
      "Inspect and monitor construction sites to ensure adherence to safety standards, building codes, or specifications.",
      "Confer with owners, violators, or authorities to explain regulations or recommend remedial actions.",
      "Measure dimensions and verify level, alignment, or elevation of structures or fixtures to ensure compliance to building plans and codes.",
      "Maintain daily logs and supplement inspection records with photographs.",
      "Conduct inspections, using survey instruments, metering devices, tape measures, or test equipment."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft .NET Framework",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24213",
    "onet_soc": "13-1082.00",
    "onet_title": "Project Management Specialists",
    "match_score": 0.33,
    "tasks": [
      "Assign duties or responsibilities to project personnel.",
      "Communicate with key stakeholders to determine project requirements and objectives.",
      "Confer with project personnel to identify and resolve problems.",
      "Create project status presentations for delivery to customers or project personnel.",
      "Develop or update project plans including information such as objectives, technologies, schedules, funding, and staffing.",
      "Identify project needs such as resources, staff, or finances by reviewing project objectives and schedules.",
      "Identify, review, or select vendors or consultants to meet project needs.",
      "Monitor costs incurred by project staff to identify budget issues.",
      "Monitor project milestones and deliverables.",
      "Monitor the performance of project team members to provide performance feedback."
    ],
    "technologies": [
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Asana",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "GitHub",
        "category": "Application server software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24212",
    "onet_soc": "13-1199.00",
    "onet_title": "Business Operations Specialists, All Other",
    "match_score": 0.17,
    "tasks": [
      "Develop emergency management plans for recovery decision making and communications, continuity of critical departmental processes, or temporary shut-down of non-critical departments to ensure continuity of operation and governance.",
      "Test documented disaster recovery strategies and plans.",
      "Develop disaster recovery plans for physical locations with critical assets, such as data centers.",
      "Establish, maintain, or test call trees to ensure appropriate communication during disaster.",
      "Identify opportunities for strategic improvement or mitigation of business interruption and other risks caused by business, regulatory, or industry-specific change initiatives.",
      "Maintain and update organization information technology applications and network systems blueprints.",
      "Review existing disaster recovery, crisis management, or business continuity plans.",
      "Analyze impact on, and risk to, essential business functions or information systems to identify acceptable recovery time periods and resource requirements.",
      "Write reports to summarize testing activities, including descriptions of goals, planning, scheduling, execution, results, analysis, conclusions, and recommendations.",
      "Create or administer training and awareness presentations or materials."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24122",
    "onet_soc": "13-1199.00",
    "onet_title": "Business Operations Specialists, All Other",
    "match_score": 0.17,
    "tasks": [
      "Develop emergency management plans for recovery decision making and communications, continuity of critical departmental processes, or temporary shut-down of non-critical departments to ensure continuity of operation and governance.",
      "Test documented disaster recovery strategies and plans.",
      "Develop disaster recovery plans for physical locations with critical assets, such as data centers.",
      "Establish, maintain, or test call trees to ensure appropriate communication during disaster.",
      "Identify opportunities for strategic improvement or mitigation of business interruption and other risks caused by business, regulatory, or industry-specific change initiatives.",
      "Maintain and update organization information technology applications and network systems blueprints.",
      "Review existing disaster recovery, crisis management, or business continuity plans.",
      "Analyze impact on, and risk to, essential business functions or information systems to identify acceptable recovery time periods and resource requirements.",
      "Write reports to summarize testing activities, including descriptions of goals, planning, scheduling, execution, results, analysis, conclusions, and recommendations.",
      "Create or administer training and awareness presentations or materials."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "22132",
    "onet_soc": "29-1249.00",
    "onet_title": "Surgeons, All Other",
    "match_score": 1,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "26375",
    "onet_soc": "27-2022.00",
    "onet_title": "Coaches and Scouts",
    "match_score": 0.25,
    "tasks": [
      "Plan, organize, and conduct practice sessions.",
      "Provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours.",
      "Adjust coaching techniques, based on the strengths and weaknesses of athletes.",
      "Instruct individuals or groups in sports rules, game strategies, and performance principles, such as specific ways of moving the body, hands, or feet, to achieve desired results.",
      "Plan strategies and choose team members for individual games or sports seasons.",
      "Monitor the academic eligibility of student athletes.",
      "Counsel student athletes on academic, athletic, and personal issues.",
      "Analyze the strengths and weaknesses of opposing teams to develop game strategies.",
      "Coordinate travel arrangements and travel with team to away contests.",
      "Evaluate athletes' skills and review performance records to determine their fitness and potential in a particular area of athletics."
    ],
    "technologies": [
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Bloomz",
        "category": "Desktop communications software",
        "hot": false
      },
      {
        "name": "Edmodo",
        "category": "Desktop communications software",
        "hot": false
      },
      {
        "name": "Edpuzzle",
        "category": "Multi-media educational software",
        "hot": false
      },
      {
        "name": "Edulastic",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Flipgrid",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Google Classroom",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Google Drive",
        "category": "Cloud-based data access and sharing software",
        "hot": false
      },
      {
        "name": "Graphics creation software",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Microsoft Publisher",
        "category": "Desktop publishing software",
        "hot": false
      },
      {
        "name": "Motion analysis software",
        "category": "Analytical or scientific software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21130",
    "onet_soc": "25-1052.00",
    "onet_title": "Chemistry Teachers, Postsecondary",
    "match_score": 0.17,
    "tasks": [
      "Prepare and deliver lectures to undergraduate or graduate students on topics such as organic chemistry, analytical chemistry, and chemical separation.",
      "Establish, teach, and monitor students' compliance with safety rules for handling chemicals, equipment, and other hazardous materials.",
      "Evaluate and grade students' class work, laboratory performance, assignments, and papers.",
      "Supervise students' laboratory work.",
      "Maintain student attendance records, grades, and other required records.",
      "Supervise undergraduate or graduate teaching, internship, and research work.",
      "Compile, administer, and grade examinations, or assign this work to others.",
      "Prepare course materials, such as syllabi, homework assignments, and handouts.",
      "Plan, evaluate, and revise curricula, course content, and course materials and methods of instruction.",
      "Maintain regularly scheduled office hours to advise and assist students."
    ],
    "technologies": [
      {
        "name": "Auto3DEM",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Blackboard Learn",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "CCP4",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Course management system software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Desire2Learn LMS software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "DOC Cop",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "IHRSR++",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Image scanning software",
        "category": "Optical character reader OCR or scanning software",
        "hot": false
      },
      {
        "name": "iParadigms Turnitin",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Learning management system LMS",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Moodle",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Mosflm",
        "category": "Analytical or scientific software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21711",
    "onet_soc": "53-5031.00",
    "onet_title": "Ship Engineers",
    "match_score": 0.5,
    "tasks": [
      "Monitor engine, machinery, or equipment indicators when vessels are underway, and report abnormalities to appropriate shipboard staff.",
      "Monitor the availability, use, or condition of lifesaving equipment or pollution preventatives to ensure that international regulations are followed.",
      "Monitor and test operations of engines or other equipment so that malfunctions and their causes can be identified.",
      "Start engines to propel ships, and regulate engines and power transmissions to control speeds of ships, according to directions from captains or bridge computers.",
      "Perform or participate in emergency drills, as required.",
      "Perform general marine vessel maintenance or repair work, such as repairing leaks, finishing interiors, refueling, or maintaining decks.",
      "Maintain or repair engines, electric motors, pumps, winches, or other mechanical or electrical equipment, or assist other crew members with maintenance or repair duties.",
      "Maintain complete records of engineering department activities, including machine operations.",
      "Operate or maintain off-loading liquid pumps or valves.",
      "Maintain electrical power, heating, ventilation, refrigeration, water, or sewerage systems."
    ],
    "technologies": [
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Word",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Computer aided dispatch software",
        "category": "Helpdesk or call center software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21421",
    "onet_soc": "17-2051.00",
    "onet_title": "Civil Engineers",
    "match_score": 0.5,
    "tasks": [
      "Direct engineering activities, ensuring compliance with environmental, safety, or other governmental regulations.",
      "Manage and direct the construction, operations, or maintenance activities at project site.",
      "Inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.",
      "Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.",
      "Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.",
      "Provide technical advice to industrial or managerial personnel regarding design, construction, program modifications, or structural repairs.",
      "Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.",
      "Direct or participate in surveying to lay out installations or establish reference points, grades, or elevations to guide construction.",
      "Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.",
      "Prepare or present public reports on topics such as bid proposals, deeds, environmental impact statements, or property and right-of-way descriptions."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Apache Subversion SVN",
        "category": "File versioning software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bash",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26341",
    "onet_soc": "19-3033.00",
    "onet_title": "Clinical and Counseling Psychologists",
    "match_score": 0.33,
    "tasks": [
      "Conduct assessments of patients' risk for harm to self or others.",
      "Document patient information including session notes, progress notes, recommendations, and treatment plans.",
      "Identify psychological, emotional, or behavioral issues and diagnose disorders, using information obtained from interviews, tests, records, or reference materials.",
      "Write reports on clients and maintain required paperwork.",
      "Counsel individuals, groups, or families to help them understand problems, deal with crisis situations, define goals, and develop realistic action plans.",
      "Interact with clients to assist them in gaining insight, defining goals, and planning action to achieve effective personal, social, educational, or vocational development and adjustment.",
      "Collect information about individuals or clients, using interviews, case histories, observational techniques, and other assessment methods.",
      "Evaluate the effectiveness of counseling or treatments and the accuracy and completeness of diagnoses, modifying plans or diagnoses as necessary.",
      "Use a variety of treatment methods, such as psychotherapy, hypnosis, behavior modification, stress reduction therapy, psychodrama, or play therapy.",
      "Develop therapeutic and treatment plans based on clients' interests, abilities, or needs."
    ],
    "technologies": [
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Teams",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Addison Health Systems WritePad EHR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Anasazi Software Client Data System",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Athena Software Penelope Case Management",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "B Sharp Technologies B Care",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "BlackHawk Canyon Publishers PracticianWorks",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Blueberry Harbor Software Clinical Record Keeper",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Bluewater Management Systems BMCASE",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "BRB Software HorizonMIS",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Clinivate Clinitrak",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Comprehensive Affect Testing System CATS",
        "category": "Analytical or scientific software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21347",
    "onet_soc": "11-9121.01",
    "onet_title": "Clinical Research Coordinators",
    "match_score": 0.33,
    "tasks": [
      "Hire, supervise, or evaluate engineers, technicians, researchers, or other staff.",
      "Design or coordinate successive phases of problem analysis, solution proposals, or testing.",
      "Plan or direct research, development, or production activities.",
      "Review project activities and prepare and review research, testing, or operational reports.",
      "Confer with scientists, engineers, regulators, or others to plan or review projects or to provide technical assistance.",
      "Develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.",
      "Determine scientific or technical goals within broad outlines provided by top management and make detailed plans to accomplish these goals.",
      "Prepare project proposals.",
      "Develop or implement policies, standards, or procedures for the architectural, scientific, or technical work performed to ensure regulatory compliance or operations enhancement.",
      "Recruit personnel or oversee the development or maintenance of staff competence."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "25231",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "21721",
    "onet_soc": "53-2012.00",
    "onet_title": "Commercial Pilots",
    "match_score": 0.5,
    "tasks": [
      "Check aircraft prior to flights to ensure that the engines, controls, instruments, and other systems are functioning properly.",
      "Co-pilot aircraft or perform captain's duties, as required.",
      "Consider airport altitudes, outside temperatures, plane weights, and wind speeds and directions to calculate the speed needed to become airborne.",
      "Use instrumentation to pilot aircraft when visibility is poor.",
      "Monitor engine operation, fuel consumption, and functioning of aircraft systems during flights.",
      "Order changes in fuel supplies, loads, routes, or schedules to ensure safety of flights.",
      "Contact control towers for takeoff clearances, arrival instructions, and other information, using radio equipment.",
      "Plan flights according to government and company regulations, using aeronautical charts and navigation instruments.",
      "Start engines, operate controls, and pilot airplanes to transport passengers, mail, or freight according to flight plans, regulations, and procedures.",
      "Check baggage or cargo to ensure that it has been loaded correctly."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Aeronautical charts",
        "category": "Charting software",
        "hot": false
      },
      {
        "name": "AeroPlanner",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Airdata",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Airline Pilots Daily Aviation Log PPC",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "AirSmith FlightPrompt",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ArduPilot Mission Planner",
        "category": "Aviation ground support software",
        "hot": false
      },
      {
        "name": "Calibration software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "CloudCompare",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "doXstor Flight Level Logbook",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Electronic aircraft information databases",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ESRI Site Scan for ArcGIS",
        "category": "Map creation software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "24154",
    "onet_soc": "13-1041.08",
    "onet_title": "Customs Brokers",
    "match_score": 0.25,
    "tasks": [
      "Warn violators of infractions or penalties.",
      "Evaluate applications, records, or documents to gather information about eligibility or liability issues.",
      "Advise licensees or other individuals or groups concerning licensing, permit, or passport regulations.",
      "Prepare reports of activities, evaluations, recommendations, or decisions.",
      "Report law or regulation violations to appropriate boards or agencies.",
      "Confer with or interview officials, technical or professional specialists, or applicants to obtain information or to clarify facts relevant to licensing decisions.",
      "Issue licenses to individuals meeting standards.",
      "Collect fees for licenses.",
      "Administer oral, written, road, or flight tests to license applicants.",
      "Visit establishments to verify that valid licenses or permits are displayed and that licensing standards are being upheld."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apple iOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Google Android",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24351",
    "onet_soc": "41-3031.00",
    "onet_title": "Securities, Commodities, and Financial Services Sales Agents",
    "match_score": 0.08,
    "tasks": [
      "Make bids or offers to buy or sell securities.",
      "Monitor markets or positions.",
      "Agree on buying or selling prices at optimal levels for clients.",
      "Keep accurate records of transactions.",
      "Buy or sell stocks, bonds, commodity futures, foreign currencies, or other securities on behalf of investment dealers.",
      "Complete sales order tickets and submit for processing of client-requested transactions.",
      "Report all positions or trading results.",
      "Interview clients to determine clients' assets, liabilities, cash flow, insurance coverage, tax status, or financial objectives.",
      "Discuss financial options with clients and keep them informed about transactions.",
      "Identify opportunities or develop channels for purchase or sale of securities or commodities."
    ],
    "technologies": [
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "The MathWorks MATLAB",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24132",
    "onet_soc": "13-2051.00",
    "onet_title": "Financial and Investment Analysts",
    "match_score": 0.33,
    "tasks": [
      "Advise clients on aspects of capitalization, such as amounts, sources, or timing.",
      "Analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies.",
      "Assess companies as investments for clients by examining company facilities.",
      "Collaborate on projects with other professionals, such as lawyers, accountants, or public relations experts.",
      "Collaborate with investment bankers to attract new corporate clients.",
      "Conduct financial analyses related to investments in green construction or green retrofitting projects.",
      "Confer with clients to restructure debt, refinance debt, or raise new debt.",
      "Create client presentations of plan details.",
      "Determine the prices at which securities should be syndicated and offered to the public.",
      "Develop and maintain client relationships."
    ],
    "technologies": [
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server Reporting Services SSRS",
        "category": "Data base reporting software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21522",
    "onet_soc": "17-2061.00",
    "onet_title": "Computer Hardware Engineers",
    "match_score": 0.33,
    "tasks": [
      "Update knowledge and skills to keep up with rapid advancements in computer technology.",
      "Design and develop computer hardware and support peripherals, including central processing units (CPUs), support logic, microprocessors, custom integrated circuits, and printers and disk drives.",
      "Confer with engineering staff and consult specifications to evaluate interface between hardware and software and operational and performance requirements of overall system.",
      "Build, test, and modify product prototypes, using working models or theoretical models constructed with computer simulation.",
      "Write detailed functional specifications that document the hardware development process and support hardware introduction.",
      "Test and verify hardware and support peripherals to ensure that they meet specifications and requirements, by recording and analyzing test data.",
      "Direct technicians, engineering designers or other technical support personnel as needed.",
      "Provide technical support to designers, marketing and sales departments, suppliers, engineers and other team members throughout the product development and implementation process.",
      "Select hardware and material, assuring compliance with specifications and product requirements.",
      "Store, retrieve, and manipulate data for analysis of system capabilities and requirements."
    ],
    "technologies": [
      {
        "name": "Apache Subversion SVN",
        "category": "File versioning software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Git",
        "category": "File versioning software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26413",
    "onet_soc": "27-3043.00",
    "onet_title": "Writers and Authors",
    "match_score": 0.26,
    "tasks": [
      "Develop advertising campaigns for a wide range of clients, working with an advertising agency's creative director and art director to determine the best way to present advertising information.",
      "Vary language and tone of messages based on product and medium.",
      "Present drafts and ideas to clients.",
      "Discuss with the client the product, advertising themes and methods, and any changes that should be made in advertising copy.",
      "Review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products.",
      "Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.",
      "Conduct research and interviews to determine which of a product's selling features should be promoted.",
      "Invent names for products and write the slogans that appear on packaging, brochures and other promotional material.",
      "Collaborate with other writers on specific projects.",
      "Conduct research to obtain factual information and authentic detail, using sources such as newspaper accounts, diaries, and interviews."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Asana",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      },
      {
        "name": "Canva",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Figma",
        "category": "Graphical user interface development software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26373",
    "onet_soc": "21-1013.00",
    "onet_title": "Marriage and Family Therapists",
    "match_score": 0.17,
    "tasks": [
      "Encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner.",
      "Ask questions that will help clients identify their feelings and behaviors.",
      "Develop and implement individualized treatment plans addressing family relationship problems, destructive patterns of behavior, and other personal issues.",
      "Maintain case files that include activities, progress notes, evaluations, and recommendations.",
      "Counsel clients on concerns, such as unsatisfactory relationships, divorce and separation, child rearing, home management, or financial difficulties.",
      "Collect information about clients, using techniques such as testing, interviewing, discussion, or observation.",
      "Confer with clients to develop plans for posttreatment activities.",
      "Confer with other counselors, doctors, and professionals to analyze individual cases and to coordinate counseling services.",
      "Determine whether clients should be counseled or referred to other specialists in such fields as medicine, psychiatry, or legal aid.",
      "Provide instructions to clients on how to obtain help with legal, financial, and other personal issues."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Teams",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Advantage Software Psych Advantage",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "American Medical Billing Software PMA",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Anasazi Software Client Data System",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Beaver Creek Software The THERAPIST",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Blueberry Harbor Software Clinical Record Keeper",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Care Paths eRecord",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Casamba Smart",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Cornucopia Software Practice MAGIC",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "DocuTrac QuicDoc",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "24311",
    "onet_soc": "11-2011.00",
    "onet_title": "Advertising and Promotions Managers",
    "match_score": 0.17,
    "tasks": [
      "Plan and prepare advertising and promotional material to increase sales of products or services, working with customers, company officials, sales departments, and advertising agencies.",
      "Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.",
      "Confer with department heads or staff to discuss topics such as contracts, selection of advertising media, or product to be advertised.",
      "Coordinate with the media to disseminate advertising.",
      "Coordinate activities of departments, such as sales, graphic arts, media, finance, and research.",
      "Plan and execute advertising policies and strategies for organizations.",
      "Direct, motivate, and monitor the mobilization of a campaign team to advance campaign goals.",
      "Prepare budgets and submit estimates for program costs as part of campaign plan development.",
      "Contact organizations to explain services and facilities offered.",
      "Monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26212",
    "onet_soc": "25-4012.00",
    "onet_title": "Curators",
    "match_score": 0.16,
    "tasks": [
      "Plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials.",
      "Develop and maintain an institution's registration, cataloging, and basic record-keeping systems, using computer databases.",
      "Plan and conduct special research projects in area of interest or expertise.",
      "Provide information from the institution's holdings to other curators and to the public.",
      "Negotiate and authorize purchase, sale, exchange, or loan of collections.",
      "Study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value.",
      "Inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed.",
      "Write and review grant proposals, journal articles, institutional reports, and publicity materials.",
      "Design, organize, or conduct tours, workshops, and instructional or educational sessions to acquaint individuals with an institution's facilities and materials.",
      "Attend meetings, conventions, and civic events to promote use of institution's services, to seek financing, and to maintain community alliances."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Studio",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Perl",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "25241",
    "onet_soc": "13-2054.00",
    "onet_title": "Financial Risk Specialists",
    "match_score": 0.17,
    "tasks": [
      "Analyze areas of potential risk to the assets, earning capacity, or success of organizations.",
      "Analyze new legislation to determine impact on risk exposure.",
      "Conduct statistical analyses to quantify risk, using statistical analysis software or econometric models.",
      "Confer with traders to identify and communicate risks associated with specific trading strategies or positions.",
      "Consult financial literature to ensure use of the latest models or statistical techniques.",
      "Contribute to development of risk management systems.",
      "Determine potential environmental impacts of new products or processes on long-term growth and profitability.",
      "Develop contingency plans to deal with emergencies.",
      "Develop or implement risk-assessment models or methodologies.",
      "Devise scenario analyses reflecting possible severe market events."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Google Docs",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "25245",
    "onet_soc": "15-1243.00",
    "onet_title": "Database Architects",
    "match_score": 0.25,
    "tasks": [
      "Develop and document database architectures.",
      "Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.",
      "Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.",
      "Design databases to support business applications, ensuring system scalability, security, performance, and reliability.",
      "Develop data models for applications, metadata tables, views or related database structures.",
      "Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.",
      "Develop methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs.",
      "Create and enforce database development standards.",
      "Document and communicate database schemas, using accepted notations.",
      "Develop data model describing data elements and their use, following procedures and using pen, template or computer software."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Airflow",
        "category": "Procedure management software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "25291",
    "onet_soc": "13-1081.01",
    "onet_title": "Logistics Engineers",
    "match_score": 0.25,
    "tasks": [
      "Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",
      "Develop an understanding of customers' needs and take actions to ensure that such needs are met.",
      "Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.",
      "Develop proposals that include documentation for estimates.",
      "Review logistics performance with customers against targets, benchmarks, and service agreements.",
      "Direct availability and allocation of materials, supplies, and finished products.",
      "Redesign the movement of goods to maximize value and minimize costs.",
      "Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",
      "Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",
      "Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21222",
    "onet_soc": "15-2051.00",
    "onet_title": "Data Scientists",
    "match_score": 0.5,
    "tasks": [
      "Analyze, manipulate, or process large sets of data using statistical software.",
      "Apply feature selection algorithms to models predicting outcomes of interest, such as sales, attrition, and healthcare use.",
      "Apply sampling techniques to determine groups to be surveyed or use complete enumeration methods.",
      "Clean and manipulate raw data using statistical software.",
      "Compare models using statistical performance metrics, such as loss functions or proportion of explained variance.",
      "Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.",
      "Deliver oral or written presentations of the results of mathematical modeling and data analysis to management or other end users.",
      "Design surveys, opinion polls, or other instruments to collect data.",
      "Identify business problems or management objectives that can be addressed through data analysis.",
      "Identify relationships and trends or any factors that could affect the results of research."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Airflow",
        "category": "Procedure management software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "25211",
    "onet_soc": "15-1242.00",
    "onet_title": "Database Administrators",
    "match_score": 0.5,
    "tasks": [
      "Modify existing databases and database management systems or direct programmers and analysts to make changes.",
      "Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.",
      "Plan and install upgrades of database management system software to enhance database performance.",
      "Specify users and user access levels for each segment of database.",
      "Test changes to database applications or systems.",
      "Test programs or databases, correct errors, and make necessary modifications.",
      "Train users and answer questions.",
      "Provide technical support to junior staff or clients.",
      "Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases.",
      "Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information."
    ],
    "technologies": [
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Airflow",
        "category": "Procedure management software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "25212",
    "onet_soc": "15-1243.00",
    "onet_title": "Database Architects",
    "match_score": 0.5,
    "tasks": [
      "Develop and document database architectures.",
      "Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.",
      "Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.",
      "Design databases to support business applications, ensuring system scalability, security, performance, and reliability.",
      "Develop data models for applications, metadata tables, views or related database structures.",
      "Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.",
      "Develop methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs.",
      "Create and enforce database development standards.",
      "Document and communicate database schemas, using accepted notations.",
      "Develop data model describing data elements and their use, following procedures and using pen, template or computer software."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Airflow",
        "category": "Procedure management software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "22122",
    "onet_soc": "29-1216.00",
    "onet_title": "General Internal Medicine Physicians",
    "match_score": 1,
    "tasks": [
      "Analyze records, reports, test results, or examination information to diagnose medical condition of patient.",
      "Treat internal disorders, such as hypertension, heart disease, diabetes, or problems of the lung, brain, kidney, or gastrointestinal tract.",
      "Prescribe or administer medication, therapy, and other specialized medical care to treat or prevent illness, disease, or injury.",
      "Manage and treat common health problems, such as infections, influenza or pneumonia, as well as serious, chronic, and complex illnesses, in adolescents, adults, and the elderly.",
      "Provide and manage long-term, comprehensive medical care, including diagnosis and nonsurgical treatment of diseases, for adult patients in an office or hospital.",
      "Explain procedures and discuss test results or prescribed treatments with patients.",
      "Advise patients and community members concerning diet, activity, hygiene, and disease prevention.",
      "Make diagnoses when different illnesses occur together or in situations where the diagnosis may be obscure.",
      "Refer patient to medical specialist or other practitioner when necessary.",
      "Monitor patients' conditions and progress and reevaluate treatments as necessary."
    ],
    "technologies": [
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Allscripts Professional EHR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Billing software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Brickell Research Brickell Medical Office",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "ChartWare EMR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "e-MDs software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "e-MDs topsE&M Coder",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Epocrates",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "GE Healthcare Centricity EMR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Greenway Health PrimeSuite",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22142",
    "onet_soc": "27-2091.00",
    "onet_title": "Disc Jockeys, Except Radio",
    "match_score": 0.17,
    "tasks": [
      "Accept music requests from event guests.",
      "Adhere to schedules to keep events running on time.",
      "Advertise services using media such as internet advertising and brochures.",
      "Assemble audio and video equipment.",
      "Collect payments from customers.",
      "Communicate with clients or venue owners to determine event information, such as music preferences, scheduling, and anticipated attendance.",
      "Conduct sound checks to ensure equipment is working and appropriate for the venue.",
      "Create itemized invoices to record amounts due for services rendered.",
      "Create tailored playlists by aligning music with event functions.",
      "Develop written contracts for bookings."
    ],
    "technologies": [
      {
        "name": "Adobe Audition",
        "category": "Music or sound editing software",
        "hot": false
      },
      {
        "name": "Audion Laboratories VoxPro",
        "category": "Music or sound editing software",
        "hot": false
      },
      {
        "name": "Avid Technology Pro Tools",
        "category": "Music or sound editing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22651",
    "onet_soc": "29-1031.00",
    "onet_title": "Dietitians and Nutritionists",
    "match_score": 0.26,
    "tasks": [
      "Assess nutritional needs, diet restrictions, and current health plans to develop and implement dietary-care plans and provide nutritional counseling.",
      "Evaluate laboratory tests in preparing nutrition recommendations.",
      "Counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.",
      "Advise patients and their families on nutritional principles, dietary plans, diet modifications, and food selection and preparation.",
      "Incorporate patient cultural, ethnic, or religious preferences and needs in the development of nutrition plans.",
      "Consult with physicians and health care personnel to determine nutritional needs and diet restrictions of patient or client.",
      "Record and evaluate patient and family health and food history, including symptoms, environmental toxic exposure, allergies, medication factors, and preventive health-care measures.",
      "Develop recipes and menus to address special nutrition needs, such as low glycemic, low histamine, or gluten- or allergen-free.",
      "Coordinate diet counseling services.",
      "Develop curriculum and prepare manuals, visual aids, course outlines, and other materials used in teaching."
    ],
    "technologies": [
      {
        "name": "Allergenic diet software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Aurora FoodPro",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Axxya Systems Nutritionist Pro",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "BioEx Systems Nutrition Maker Plus",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Compu-Cal Nutrition Assistant",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Cronometer",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "CyberSoft NutriBase",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "DietMaster Systems DietMaster",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ESHA Research The Food Processor",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Google Drive",
        "category": "Cloud-based data access and sharing software",
        "hot": false
      },
      {
        "name": "Graphics software",
        "category": "Graphics or photo imaging software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "24314",
    "onet_soc": "11-2021.00",
    "onet_title": "Marketing Managers",
    "match_score": 0.25,
    "tasks": [
      "Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.",
      "Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.",
      "Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.",
      "Develop pricing strategies, balancing firm objectives and customer satisfaction.",
      "Compile lists describing product or service offerings.",
      "Direct the hiring, training, or performance evaluations of marketing or sales staff and oversee their daily activities.",
      "Consult with product development personnel on product specifications, such as design, color, or packaging.",
      "Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.",
      "Negotiate contracts with vendors or distributors to manage product distribution, establishing distribution networks or developing distribution strategies.",
      "Coordinate or participate in promotional activities or trade shows, working with developers, advertisers, or production managers, to market products or services."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Asana",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26542",
    "onet_soc": "27-4031.00",
    "onet_title": "Camera Operators, Television, Video, and Film",
    "match_score": 0.3,
    "tasks": [
      "Compose and frame each shot, applying the technical aspects of light, lenses, film, filters, and camera settings to achieve the effects sought by directors.",
      "Operate television or motion picture cameras to record scenes for television broadcasts, advertising, or motion pictures.",
      "Adjust positions and controls of cameras, printers, and related equipment to change focus, exposure, and lighting.",
      "Confer with directors, sound and lighting technicians, electricians, and other crew members to discuss assignments and determine filming sequences, desired effects, camera movements, and lighting requirements.",
      "Operate zoom lenses, changing images according to specifications and rehearsal instructions.",
      "Observe sets or locations for potential problems and to determine filming and lighting requirements.",
      "Set up and perform live shots for broadcast.",
      "Use cameras in any of several different camera mounts, such as stationary, track-mounted, or crane-mounted.",
      "Test, clean, maintain, and repair broadcast equipment, including testing microphones, to ensure proper working condition.",
      "Edit video for broadcast productions, including non-linear editing."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "TikTok",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Dreamweaver",
        "category": "Web page creation and editing software",
        "hot": false
      },
      {
        "name": "Adobe Premiere Pro",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Apple Final Cut Pro",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Apple Final Cut Studio",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Avid Technology audio visual editing software",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "DaVinci Resolve",
        "category": "Video creation and editing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "23622",
    "onet_soc": "25-3099.00",
    "onet_title": "Teachers and Instructors, All Other",
    "match_score": 0.26,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "26310",
    "onet_soc": "19-3011.01",
    "onet_title": "Environmental Economists",
    "match_score": 0.25,
    "tasks": [
      "Study economic and statistical data in area of specialization, such as finance, labor, or agriculture.",
      "Compile, analyze, and report data to explain economic phenomena and forecast market trends, applying mathematical models and statistical techniques.",
      "Study the socioeconomic impacts of new public policies, such as proposed legislation, taxes, services, and regulations.",
      "Explain economic impact of policies to the public.",
      "Review documents written by others.",
      "Provide advice and consultation on economic relationships to businesses, public and private agencies, and other employers.",
      "Formulate recommendations, policies, or plans to solve economic problems or to interpret markets.",
      "Supervise research projects and students' study projects.",
      "Conduct research on economic issues, and disseminate research findings through technical reports or scientific articles in journals.",
      "Develop economic guidelines and standards, and prepare points of view used in forecasting trends and formulating economic policy."
    ],
    "technologies": [
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic for Applications VBA",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Studio",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Mozilla Firefox",
        "category": "Internet browser software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26422",
    "onet_soc": "27-4032.00",
    "onet_title": "Film and Video Editors",
    "match_score": 0.17,
    "tasks": [
      "Organize and string together raw footage into a continuous whole according to scripts or the instructions of directors and producers.",
      "Edit films and videotapes to insert music, dialogue, and sound effects, to arrange films into sequences, and to correct errors, using editing equipment.",
      "Select and combine the most effective shots of each scene to form a logical and smoothly running story.",
      "Review footage sequence by sequence to become familiar with it before assembling it into a final product.",
      "Set up and operate computer editing systems, electronic titling systems, video switching equipment, and digital video effects units to produce a final product.",
      "Trim film segments to specified lengths and reassemble segments in sequences that present stories with maximum effect.",
      "Cut shot sequences to different angles at specific points in scenes, making each individual cut as fluid and seamless as possible.",
      "Review assembled films or edited videotapes on screens or monitors to determine if corrections are necessary.",
      "Verify key numbers and time codes on materials.",
      "Manipulate plot, score, sound, and graphics to make the parts into a continuous whole, working closely with people in audio, visual, music, optical, or special effects departments."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Cascading style sheets CSS",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "TikTok",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Director",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Adobe Premiere Pro",
        "category": "Video creation and editing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "26544",
    "onet_soc": "27-4032.00",
    "onet_title": "Film and Video Editors",
    "match_score": 0.33,
    "tasks": [
      "Organize and string together raw footage into a continuous whole according to scripts or the instructions of directors and producers.",
      "Edit films and videotapes to insert music, dialogue, and sound effects, to arrange films into sequences, and to correct errors, using editing equipment.",
      "Select and combine the most effective shots of each scene to form a logical and smoothly running story.",
      "Review footage sequence by sequence to become familiar with it before assembling it into a final product.",
      "Set up and operate computer editing systems, electronic titling systems, video switching equipment, and digital video effects units to produce a final product.",
      "Trim film segments to specified lengths and reassemble segments in sequences that present stories with maximum effect.",
      "Cut shot sequences to different angles at specific points in scenes, making each individual cut as fluid and seamless as possible.",
      "Review assembled films or edited videotapes on screens or monitors to determine if corrections are necessary.",
      "Verify key numbers and time codes on materials.",
      "Manipulate plot, score, sound, and graphics to make the parts into a continuous whole, working closely with people in audio, visual, music, optical, or special effects departments."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Cascading style sheets CSS",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "TikTok",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Director",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Adobe Premiere Pro",
        "category": "Video creation and editing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21511",
    "onet_soc": "17-2071.00",
    "onet_title": "Electrical Engineers",
    "match_score": 0.5,
    "tasks": [
      "Design, implement, maintain, or improve electrical instruments, equipment, facilities, components, products, or systems for commercial, industrial, or domestic purposes.",
      "Oversee project production efforts to assure projects are completed on time and within budget.",
      "Direct or coordinate manufacturing, construction, installation, maintenance, support, documentation, or testing activities to ensure compliance with specifications, codes, or customer requirements.",
      "Perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.",
      "Operate computer-assisted engineering or design software or equipment to perform engineering tasks.",
      "Confer with engineers, customers, or others to discuss existing or potential engineering projects or products.",
      "Investigate or test vendors' or competitors' products.",
      "Inspect completed installations and observe operations to ensure conformance to design and equipment specifications and compliance with operational, safety, or environmental standards.",
      "Investigate customer or public complaints to determine the nature and extent of problems.",
      "Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements."
    ],
    "technologies": [
      {
        "name": "Apache Subversion SVN",
        "category": "File versioning software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bash",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21521",
    "onet_soc": "17-2072.00",
    "onet_title": "Electronics Engineers, Except Computer",
    "match_score": 0.33,
    "tasks": [
      "Design electronic components, software, products, or systems for commercial, industrial, medical, military, or scientific applications.",
      "Operate computer-assisted engineering or design software or equipment to perform electronics engineering tasks.",
      "Evaluate project work to ensure effectiveness, technical adequacy, or compatibility in the resolution of complex electronics engineering problems.",
      "Direct or coordinate activities concerned with manufacture, construction, installation, maintenance, operation, or modification of electronic equipment, products, or systems.",
      "Confer with engineers, customers, vendors, or others to discuss existing or potential electronics engineering projects or products.",
      "Provide technical support or instruction to staff or customers regarding electronics equipment standards.",
      "Recommend repair or design modifications of electronics components or systems, based on factors such as environment, service, cost, or system capabilities.",
      "Prepare documentation containing information such as confidential descriptions or specifications of proprietary hardware or software, product development or introduction schedules, product costs, or information about product performance weaknesses.",
      "Develop or perform operational, maintenance, or testing procedures for electronic products, components, equipment, or systems.",
      "Analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility."
    ],
    "technologies": [
      {
        "name": "Apache Subversion SVN",
        "category": "File versioning software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "JUnit",
        "category": "Program testing software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21526",
    "onet_soc": "15-1299.08",
    "onet_title": "Computer Systems Engineers/Architects",
    "match_score": 0.25,
    "tasks": [
      "Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.",
      "Identify or document backup or recovery plans.",
      "Back up or modify applications and related data to provide for disaster recovery.",
      "Correct testing-identified problems, or recommend actions for their resolution.",
      "Identify, standardize, and communicate levels of access and security.",
      "Determine sources of Web page or server problems, and take action to correct such problems.",
      "Implement updates, upgrades, and patches in a timely manner to limit loss of service.",
      "Implement Web site security measures, such as firewalls or message encryption.",
      "Collaborate with development teams to discuss, analyze, or resolve usability issues.",
      "Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "22143",
    "onet_soc": "29-1214.00",
    "onet_title": "Emergency Medicine Physicians",
    "match_score": 1,
    "tasks": [
      "Select, request, perform, or interpret diagnostic procedures, such as laboratory tests, electrocardiograms, emergency ultrasounds, and radiographs.",
      "Evaluate patients' vital signs or laboratory data to determine emergency intervention needs and priority of treatment.",
      "Perform emergency resuscitations on patients.",
      "Stabilize patients in critical condition.",
      "Perform such medical procedures as emergent cricothyrotomy, endotracheal intubation, and emergency thoracotomy.",
      "Analyze records, examination information, or test results to diagnose medical conditions.",
      "Consult with hospitalists and other professionals, such as social workers, regarding patients' hospital admission, continued observation, transition of care, or discharge.",
      "Conduct primary patient assessments that include information from prior medical care.",
      "Communicate likely outcomes of medical diseases or traumatic conditions to patients or their representatives.",
      "Monitor patients' conditions, and reevaluate treatments, as necessary."
    ],
    "technologies": [
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21496",
    "onet_soc": "17-2199.10",
    "onet_title": "Wind Energy Engineers",
    "match_score": 0.33,
    "tasks": [
      "Identify and recommend energy savings strategies to achieve more energy-efficient operation.",
      "Conduct energy audits to evaluate energy use and to identify conservation and cost reduction measures.",
      "Monitor and analyze energy consumption.",
      "Monitor energy related design or construction issues, such as energy engineering, energy management, or sustainable design.",
      "Inspect or monitor energy systems, including heating, ventilating, and air conditioning (HVAC) or daylighting systems to determine energy use or potential energy savings.",
      "Advise clients or colleagues on topics such as climate control systems, energy modeling, data logging, sustainable design, or energy auditing.",
      "Analyze, interpret, or create graphical representations of energy data, using engineering software.",
      "Verify energy bills and meter readings.",
      "Collect data for energy conservation analyses, using jobsite observation, field inspections, or sub-metering.",
      "Manage the development, design, or construction of energy conservation projects to ensure acceptability of budgets and time lines, conformance to federal and state laws, or adherence to approved specifications."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Subversion SVN",
        "category": "File versioning software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bash",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "25113",
    "onet_soc": "15-1243.00",
    "onet_title": "Database Architects",
    "match_score": 0.25,
    "tasks": [
      "Develop and document database architectures.",
      "Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.",
      "Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.",
      "Design databases to support business applications, ensuring system scalability, security, performance, and reliability.",
      "Develop data models for applications, metadata tables, views or related database structures.",
      "Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.",
      "Develop methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs.",
      "Create and enforce database development standards.",
      "Document and communicate database schemas, using accepted notations.",
      "Develop data model describing data elements and their use, following procedures and using pen, template or computer software."
    ],
    "technologies": [
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Airflow",
        "category": "Procedure management software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21430",
    "onet_soc": "17-2081.00",
    "onet_title": "Environmental Engineers",
    "match_score": 0.5,
    "tasks": [
      "Design, or supervise the design of, systems, processes, or equipment for control, management, or remediation of water, air, or soil quality.",
      "Assess the existing or potential environmental impact of land use projects on air, water, or land.",
      "Collaborate with environmental scientists, planners, hazardous waste technicians, engineers, experts in law or business, or other specialists to address environmental problems.",
      "Advise corporations or government agencies of procedures to follow in cleaning up contaminated sites to protect people and the environment.",
      "Develop proposed project objectives and targets and report to management on progress in attaining them.",
      "Monitor progress of environmental improvement programs.",
      "Prepare, review, or update environmental investigation or recommendation reports.",
      "Prepare, maintain, or revise quality assurance documentation or procedures.",
      "Develop site-specific health and safety protocols, such as spill contingency plans or methods for loading or transporting waste.",
      "Provide technical support for environmental remediation or litigation projects, including remediation system design or determination of regulatory applicability."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Word",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21331",
    "onet_soc": "19-4042.00",
    "onet_title": "Environmental Science and Protection Technicians, Including Health",
    "match_score": 0.2,
    "tasks": [
      "Collect samples of gases, soils, water, industrial wastewater, or asbestos products to conduct tests on pollutant levels or identify sources of pollution.",
      "Investigate hazardous conditions or spills or outbreaks of disease or food poisoning, collecting samples for analysis.",
      "Record test data and prepare reports, summaries, or charts that interpret test results.",
      "Prepare samples or photomicrographs for testing and analysis.",
      "Discuss test results and analyses with customers.",
      "Inspect workplaces to ensure the absence of health and safety hazards, such as high noise levels, radiation, or potential lighting hazards.",
      "Weigh, analyze, or measure collected sample particles, such as lead, coal dust, or rock, to determine concentration of pollutants.",
      "Calibrate microscopes or test instruments.",
      "Provide information or technical or program assistance to government representatives, employers, or the general public on the issues of public health, environmental protection, or workplace safety.",
      "Maintain files, such as hazardous waste databases, chemical usage data, personnel exposure information, or diagrams showing equipment locations."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Autodesk Softdesk",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Computer aided design CAD software",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ESRI ArcInfo",
        "category": "Geographic information system",
        "hot": false
      },
      {
        "name": "ESRI ArcPad",
        "category": "Geographic information system",
        "hot": false
      },
      {
        "name": "ESRI ArcView",
        "category": "Geographic information system",
        "hot": false
      },
      {
        "name": "ESRI software",
        "category": "Geographic information system",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22632",
    "onet_soc": "19-2041.00",
    "onet_title": "Environmental Scientists and Specialists, Including Health",
    "match_score": 0.25,
    "tasks": [
      "Communicate scientific or technical information to the public, organizations, or internal audiences through oral briefings, written documents, workshops, conferences, training sessions, or public hearings.",
      "Monitor effects of pollution or land degradation and recommend means of prevention or control.",
      "Collect, synthesize, analyze, manage, and report environmental data, such as pollution emission measurements, atmospheric monitoring measurements, meteorological or mineralogical information, or soil or water samples.",
      "Review and implement environmental technical standards, guidelines, policies, and formal regulations that meet all appropriate requirements.",
      "Provide scientific or technical guidance, support, coordination, or oversight to governmental agencies, environmental programs, industry, or the public.",
      "Process and review environmental permits, licenses, or related materials.",
      "Conduct environmental audits or inspections or investigations of violations.",
      "Provide advice on proper standards and regulations or the development of policies, strategies, or codes of practice for environmental management.",
      "Prepare charts or graphs from data samples, providing summary information on the environmental relevance of the data.",
      "Research sources of pollution to determine their effects on the environment and to develop theories or methods of pollution abatement or control."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24232",
    "onet_soc": "13-1161.01",
    "onet_title": "Search Marketing Strategists",
    "match_score": 0.17,
    "tasks": [
      "Prepare reports of findings, illustrating data graphically and translating complex findings into written text.",
      "Collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.",
      "Conduct research on consumer opinions and marketing strategies, collaborating with marketing professionals, statisticians, pollsters, and other professionals.",
      "Measure and assess customer and employee satisfaction.",
      "Devise and evaluate methods and procedures for collecting data, such as surveys, opinion polls, or questionnaires, or arrange to obtain existing data.",
      "Measure the effectiveness of marketing, advertising, and communications programs and strategies.",
      "Seek and provide information to help companies determine their position in the marketplace.",
      "Forecast and track marketing and sales trends, analyzing collected data.",
      "Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.",
      "Monitor industry statistics and follow trends in trade literature."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Asana",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      },
      {
        "name": "Canva",
        "category": "Graphics or photo imaging software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21631",
    "onet_soc": "27-1022.00",
    "onet_title": "Fashion Designers",
    "match_score": 0.5,
    "tasks": [
      "Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.",
      "Examine sample garments on and off models, modifying designs to achieve desired effects.",
      "Confer with sales and management executives or with clients to discuss design ideas.",
      "Select materials and production techniques to be used for products.",
      "Provide sample garments to agents and sales representatives, and arrange for showings of sample garments at sales meetings or fashion shows.",
      "Direct and coordinate workers involved in drawing and cutting patterns and constructing samples or finished garments.",
      "Identify target markets for designs, looking at factors such as age, gender, and socioeconomic status.",
      "Collaborate with other designers to coordinate special products and designs.",
      "Attend fashion shows and review garment magazines and manuals to gather information about fashion trends and consumer preferences.",
      "Purchase new or used clothing and accessory items as needed to complete designs."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Trimble SketchUp Pro",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Design Suite",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Autodesk SketchBook Pro",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "C-DESIGN Fashion",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "CLO Virtual Fashion Marvelous Designer",
        "category": "Computer aided design CAD software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "24131",
    "onet_soc": "13-2051.00",
    "onet_title": "Financial and Investment Analysts",
    "match_score": 0.33,
    "tasks": [
      "Advise clients on aspects of capitalization, such as amounts, sources, or timing.",
      "Analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies.",
      "Assess companies as investments for clients by examining company facilities.",
      "Collaborate on projects with other professionals, such as lawyers, accountants, or public relations experts.",
      "Collaborate with investment bankers to attract new corporate clients.",
      "Conduct financial analyses related to investments in green construction or green retrofitting projects.",
      "Confer with clients to restructure debt, refinance debt, or raise new debt.",
      "Create client presentations of plan details.",
      "Determine the prices at which securities should be syndicated and offered to the public.",
      "Develop and maintain client relationships."
    ],
    "technologies": [
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Google Docs",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24135",
    "onet_soc": "11-3031.00",
    "onet_title": "Financial Managers",
    "match_score": 0.25,
    "tasks": [
      "Establish and maintain relationships with individual or business customers or provide assistance with problems these customers may encounter.",
      "Oversee the flow of cash or financial instruments.",
      "Plan, direct, or coordinate the activities of workers in branches, offices, or departments of establishments, such as branch banks, brokerage firms, risk and insurance departments, or credit departments.",
      "Recruit staff members.",
      "Evaluate data pertaining to costs to plan budgets.",
      "Oversee training programs.",
      "Establish procedures for custody or control of assets, records, loan collateral, or securities to ensure safekeeping.",
      "Communicate with stockholders or other investors to provide information or to raise capital.",
      "Develop or analyze information to assess the current or future financial status of firms.",
      "Approve, reject, or coordinate the approval or rejection of lines of credit or commercial, real estate, or personal loans."
    ],
    "technologies": [
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic for Applications VBA",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24121",
    "onet_soc": "13-2051.00",
    "onet_title": "Financial and Investment Analysts",
    "match_score": 0.33,
    "tasks": [
      "Advise clients on aspects of capitalization, such as amounts, sources, or timing.",
      "Analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies.",
      "Assess companies as investments for clients by examining company facilities.",
      "Collaborate on projects with other professionals, such as lawyers, accountants, or public relations experts.",
      "Collaborate with investment bankers to attract new corporate clients.",
      "Conduct financial analyses related to investments in green construction or green retrofitting projects.",
      "Confer with clients to restructure debt, refinance debt, or raise new debt.",
      "Create client presentations of plan details.",
      "Determine the prices at which securities should be syndicated and offered to the public.",
      "Develop and maintain client relationships."
    ],
    "technologies": [
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server Reporting Services SSRS",
        "category": "Data base reporting software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21723",
    "onet_soc": "25-3099.00",
    "onet_title": "Teachers and Instructors, All Other",
    "match_score": 0.25,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "21454",
    "onet_soc": "19-1012.00",
    "onet_title": "Food Scientists and Technologists",
    "match_score": 0.33,
    "tasks": [
      "Inspect food processing areas to ensure compliance with government regulations and standards for sanitation, safety, quality, and waste management.",
      "Check raw ingredients for maturity or stability for processing, and finished products for safety, quality, and nutritional value.",
      "Study methods to improve aspects of foods, such as chemical composition, flavor, color, texture, nutritional value, and convenience.",
      "Develop food standards and production specifications, safety and sanitary regulations, and waste management and water supply specifications.",
      "Stay up to date on new regulations and current events regarding food science by reviewing scientific literature.",
      "Study the structure and composition of food or the changes foods undergo in storage and processing.",
      "Confer with process engineers, plant operators, flavor experts, and packaging and marketing specialists to resolve problems in product development.",
      "Test new products for flavor, texture, color, nutritional content, and adherence to government and industry standards.",
      "Develop new food items for production, based on consumer feedback.",
      "Develop new or improved ways of preserving, processing, packaging, storing, and delivering foods, using knowledge of chemistry, microbiology, and other sciences."
    ],
    "technologies": [
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Structured query language SQL",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Tableau",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "BioDiscovery ImaGene",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Image analysis software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Insightful S-PLUS",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "MDS Analytical Technologies GenePix Pro",
        "category": "Analytical or scientific software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "24152",
    "onet_soc": "13-1041.08",
    "onet_title": "Customs Brokers",
    "match_score": 0.25,
    "tasks": [
      "Warn violators of infractions or penalties.",
      "Evaluate applications, records, or documents to gather information about eligibility or liability issues.",
      "Advise licensees or other individuals or groups concerning licensing, permit, or passport regulations.",
      "Prepare reports of activities, evaluations, recommendations, or decisions.",
      "Report law or regulation violations to appropriate boards or agencies.",
      "Confer with or interview officials, technical or professional specialists, or applicants to obtain information or to clarify facts relevant to licensing decisions.",
      "Issue licenses to individuals meeting standards.",
      "Collect fees for licenses.",
      "Administer oral, written, road, or flight tests to license applicants.",
      "Visit establishments to verify that valid licenses or permits are displayed and that licensing standards are being upheld."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apple iOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Google Android",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24142",
    "onet_soc": "39-3011.00",
    "onet_title": "Gambling Dealers",
    "match_score": 0.25,
    "tasks": [
      "Pay winnings or collect losing bets as established by the rules and procedures of a specific game.",
      "Greet customers and make them feel welcome.",
      "Exchange paper currency for playing chips or coin money.",
      "Check to ensure that all players have placed bets before play begins.",
      "Inspect cards and equipment to be used in games to ensure that they are in good condition.",
      "Deal cards to house hands, and compare these with players' hands to determine winners, as in black jack.",
      "Stand behind a gaming table and deal the appropriate number of cards to each player.",
      "Apply rule variations to card games such as poker, in which players bet on the value of their hands.",
      "Receive, verify, and record patrons' cash wagers.",
      "Conduct gambling games, such as dice, roulette, cards, or keno, following all applicable rules and regulations."
    ],
    "technologies": [
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Spark",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Slack",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24133",
    "onet_soc": "11-3031.03",
    "onet_title": "Investment Fund Managers",
    "match_score": 0.33,
    "tasks": [
      "Establish and maintain relationships with individual or business customers or provide assistance with problems these customers may encounter.",
      "Oversee the flow of cash or financial instruments.",
      "Plan, direct, or coordinate the activities of workers in branches, offices, or departments of establishments, such as branch banks, brokerage firms, risk and insurance departments, or credit departments.",
      "Recruit staff members.",
      "Evaluate data pertaining to costs to plan budgets.",
      "Oversee training programs.",
      "Establish procedures for custody or control of assets, records, loan collateral, or securities to ensure safekeeping.",
      "Communicate with stockholders or other investors to provide information or to raise capital.",
      "Develop or analyze information to assess the current or future financial status of firms.",
      "Approve, reject, or coordinate the approval or rejection of lines of credit or commercial, real estate, or personal loans."
    ],
    "technologies": [
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic for Applications VBA",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "22611",
    "onet_soc": "29-1292.00",
    "onet_title": "Dental Hygienists",
    "match_score": 0.25,
    "tasks": [
      "Record and review patient medical histories.",
      "Feel and visually examine gums for sores and signs of disease.",
      "Examine gums, using probes, to locate periodontal recessed gums and signs of gum disease.",
      "Clean calcareous deposits, accretions, and stains from teeth and beneath margins of gums, using dental instruments.",
      "Provide clinical services or health education to improve and maintain the oral health of patients or the general public.",
      "Chart conditions of decay and disease for diagnosis and treatment by dentist.",
      "Expose and develop x-ray film.",
      "Attend continuing education courses to maintain or update skills.",
      "Apply fluorides or other cavity preventing agents to arrest dental decay.",
      "Maintain dental equipment and sharpen and sterilize dental instruments."
    ],
    "technologies": [
      {
        "name": "Henry Schein Dentrix",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Dental billing software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Dental charting software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental clinical records software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental digital radiology software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental imaging software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental intra-oral imaging software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental office management software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Inventory management software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Open Dental",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Patterson Dental Supply Patterson EagleSoft",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Voice-activated perio charting software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22110",
    "onet_soc": "29-1215.00",
    "onet_title": "Family Medicine Physicians",
    "match_score": 1,
    "tasks": [
      "Prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury.",
      "Order, perform, and interpret tests and analyze records, reports, and examination information to diagnose patients' condition.",
      "Collect, record, and maintain patient information, such as medical history, reports, or examination results.",
      "Monitor patients' conditions and progress and reevaluate treatments as necessary.",
      "Explain procedures and discuss test results or prescribed treatments with patients.",
      "Advise patients and community members concerning diet, activity, hygiene, and disease prevention.",
      "Direct and coordinate activities of nurses, students, assistants, specialists, therapists, and other medical staff.",
      "Refer patients to medical specialists or other practitioners when necessary.",
      "Coordinate work with nurses, social workers, rehabilitation therapists, pharmacists, psychologists, and other health care providers.",
      "Plan, implement, or administer health programs or standards in hospitals, businesses, or communities for prevention or treatment of injury or illness."
    ],
    "technologies": [
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Acrendo Medical Software Family Practice EMR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Allscripts Professional EHR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Billing software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Brickell Research Brickell Medical Office",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "ChartWare EMR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "e-MDs software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "e-MDs topsE&M Coder",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Epocrates",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Greenway Health PrimeSuite",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22131",
    "onet_soc": "29-1249.00",
    "onet_title": "Surgeons, All Other",
    "match_score": 1,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "21661",
    "onet_soc": "27-1024.00",
    "onet_title": "Graphic Designers",
    "match_score": 0.5,
    "tasks": [
      "Key information into computer equipment to create layouts for client or supervisor.",
      "Review final layouts and suggest improvements, as needed.",
      "Determine size and arrangement of illustrative material and copy, and select style and size of type.",
      "Develop graphics and layouts for product illustrations, company logos, and Web sites.",
      "Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.",
      "Use computer software to generate new images.",
      "Prepare digital files for printing.",
      "Confer with clients to discuss and determine layout design.",
      "Research the target audience of projects.",
      "Draw and print charts, graphs, illustrations, and other artwork, using computer."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Cascading style sheets CSS",
        "category": "Web platform development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24231",
    "onet_soc": "11-3121.00",
    "onet_title": "Human Resources Managers",
    "match_score": 0.33,
    "tasks": [
      "Serve as a link between management and employees by handling questions, interpreting and administering contracts and helping resolve work-related problems.",
      "Plan, direct, supervise, and coordinate work activities of subordinates and staff relating to employment, compensation, labor relations, and employee relations.",
      "Perform difficult staffing duties, including dealing with understaffing, refereeing disputes, firing employees, and administering disciplinary procedures.",
      "Represent organization at personnel-related hearings and investigations.",
      "Negotiate bargaining agreements and help interpret labor contracts.",
      "Advise managers on organizational policy matters, such as equal employment opportunity and sexual harassment, and recommend needed changes.",
      "Plan and conduct new employee orientation to foster positive attitude toward organizational objectives.",
      "Analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements.",
      "Identify staff vacancies and recruit, interview, and select applicants.",
      "Investigate and report on industrial accidents for insurance carriers."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Kronos Workforce Timekeeper",
        "category": "Time accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Workday software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "AASoftTech Web Organization Chart",
        "category": "Charting software",
        "hot": false
      },
      {
        "name": "AccountantsWorld Payroll Relief",
        "category": "Accounting software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21652",
    "onet_soc": "17-1022.01",
    "onet_title": "Geodetic Surveyors",
    "match_score": 0.25,
    "tasks": [
      "Direct or conduct surveys to establish legal boundaries for properties, based on legal deeds and titles.",
      "Prepare and maintain sketches, maps, reports, and legal descriptions of surveys to describe, certify, and assume liability for work performed.",
      "Write descriptions of property boundary surveys for use in deeds, leases, or other legal documents.",
      "Verify the accuracy of survey data, including measurements and calculations conducted at survey sites.",
      "Search legal records, survey records, and land titles to obtain information about property boundaries in areas to be surveyed.",
      "Record the results of surveys, including the shape, contour, location, elevation, and dimensions of land or land features.",
      "Prepare, or supervise preparation of, all data, charts, plots, maps, records, and documents related to surveys.",
      "Compute geodetic measurements and interpret survey data to determine positions, shapes, and elevations of geomorphic and topographic features.",
      "Calculate heights, depths, relative positions, property lines, and other characteristics of terrain.",
      "Plan and conduct ground surveys designed to establish baselines, elevations, and other geodetic measurements."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "25152",
    "onet_soc": "13-2011.00",
    "onet_title": "Accountants and Auditors",
    "match_score": 0.25,
    "tasks": [
      "Prepare detailed reports on audit findings.",
      "Report to management about asset utilization and audit results, and recommend changes in operations and financial activities.",
      "Collect and analyze data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws, regulations, and management policies.",
      "Inspect account books and accounting systems for efficiency, effectiveness, and use of accepted accounting procedures to record transactions.",
      "Supervise auditing of establishments, and determine scope of investigation required.",
      "Confer with company officials about financial and regulatory matters.",
      "Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",
      "Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate.",
      "Examine records and interview workers to ensure recording of transactions and compliance with laws and regulations.",
      "Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Google Docs",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "Google Sheets",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "25112",
    "onet_soc": "15-2051.01",
    "onet_title": "Business Intelligence Analysts",
    "match_score": 0.33,
    "tasks": [
      "Analyze, manipulate, or process large sets of data using statistical software.",
      "Apply feature selection algorithms to models predicting outcomes of interest, such as sales, attrition, and healthcare use.",
      "Apply sampling techniques to determine groups to be surveyed or use complete enumeration methods.",
      "Clean and manipulate raw data using statistical software.",
      "Compare models using statistical performance metrics, such as loss functions or proportion of explained variance.",
      "Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.",
      "Deliver oral or written presentations of the results of mathematical modeling and data analysis to management or other end users.",
      "Design surveys, opinion polls, or other instruments to collect data.",
      "Identify business problems or management objectives that can be addressed through data analysis.",
      "Identify relationships and trends or any factors that could affect the results of research."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Airflow",
        "category": "Procedure management software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "25151",
    "onet_soc": "15-1253.00",
    "onet_title": "Software Quality Assurance Analysts and Testers",
    "match_score": 0.2,
    "tasks": [
      "Identify, analyze, and document problems with program function, output, online screen, or content.",
      "Document software defects, using a bug tracking system, and report defects to software developers.",
      "Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.",
      "Design test plans, scenarios, scripts, or procedures.",
      "Document test procedures to ensure replicability and compliance with standards.",
      "Provide feedback and recommendations to developers on software usability and functionality.",
      "Install, maintain, or use software testing programs.",
      "Test system modifications to prepare for implementation.",
      "Create or maintain databases of known test defects.",
      "Develop or specify standards, methods, or procedures to determine product quality or release readiness."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24333",
    "onet_soc": "41-3031.00",
    "onet_title": "Securities, Commodities, and Financial Services Sales Agents",
    "match_score": 0.17,
    "tasks": [
      "Make bids or offers to buy or sell securities.",
      "Monitor markets or positions.",
      "Agree on buying or selling prices at optimal levels for clients.",
      "Keep accurate records of transactions.",
      "Buy or sell stocks, bonds, commodity futures, foreign currencies, or other securities on behalf of investment dealers.",
      "Complete sales order tickets and submit for processing of client-requested transactions.",
      "Report all positions or trading results.",
      "Interview clients to determine clients' assets, liabilities, cash flow, insurance coverage, tax status, or financial objectives.",
      "Discuss financial options with clients and keep them informed about transactions.",
      "Identify opportunities or develop channels for purchase or sale of securities or commodities."
    ],
    "technologies": [
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft SharePoint",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Word",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26343",
    "onet_soc": "19-3032.00",
    "onet_title": "Industrial-Organizational Psychologists",
    "match_score": 0.33,
    "tasks": [
      "Provide advice on best practices and implementation for selection.",
      "Develop and implement employee selection or placement programs.",
      "Analyze data, using statistical methods and applications, to evaluate the outcomes and effectiveness of workplace programs.",
      "Develop interview techniques, rating scales, and psychological tests used to assess skills, abilities, and interests for the purpose of employee selection, placement, or promotion.",
      "Observe and interview workers to obtain information about the physical, mental, and educational requirements of jobs, as well as information about aspects such as job satisfaction.",
      "Facilitate organizational development and change.",
      "Analyze job requirements and content to establish criteria for classification, selection, training, and other related personnel functions.",
      "Advise management concerning personnel, managerial, and marketing policies and practices and their potential effects on organizational effectiveness and efficiency.",
      "Conduct presentations on research findings for clients or at research meetings.",
      "Coach senior executives and managers on leadership and performance."
    ],
    "technologies": [
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Assessment Systems Corporation XCALIBRE",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Human resource information system (HRIS)",
        "category": "Human resources software",
        "hot": false
      },
      {
        "name": "Learning management system LMS",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Muthen & Muthen Mplus",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Padlet",
        "category": "Computer based training software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21442",
    "onet_soc": "17-2112.00",
    "onet_title": "Industrial Engineers",
    "match_score": 0.5,
    "tasks": [
      "Estimate production costs, cost saving methods, and the effects of product design changes on expenditures for management review, action, and control.",
      "Plan and establish sequence of operations to fabricate and assemble parts or products and to promote efficient utilization.",
      "Analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product.",
      "Confer with clients, vendors, staff, and management personnel regarding purchases, product and production specifications, manufacturing capabilities, or project status.",
      "Communicate with management and user personnel to develop production and design standards.",
      "Evaluate precision and accuracy of production and testing equipment and engineering drawings to formulate corrective action plan.",
      "Recommend methods for improving utilization of personnel, material, and utilities.",
      "Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.",
      "Draft and design layout of equipment, materials, and workspace to illustrate maximum efficiency using drafting tools and computer.",
      "Direct workers engaged in product measurement, inspection, and testing activities to ensure quality control and reliability."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24234",
    "onet_soc": "17-2112.00",
    "onet_title": "Industrial Engineers",
    "match_score": 0.25,
    "tasks": [
      "Estimate production costs, cost saving methods, and the effects of product design changes on expenditures for management review, action, and control.",
      "Plan and establish sequence of operations to fabricate and assemble parts or products and to promote efficient utilization.",
      "Analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product.",
      "Confer with clients, vendors, staff, and management personnel regarding purchases, product and production specifications, manufacturing capabilities, or project status.",
      "Communicate with management and user personnel to develop production and design standards.",
      "Evaluate precision and accuracy of production and testing equipment and engineering drawings to formulate corrective action plan.",
      "Recommend methods for improving utilization of personnel, material, and utilities.",
      "Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.",
      "Draft and design layout of equipment, materials, and workspace to illustrate maximum efficiency using drafting tools and computer.",
      "Direct workers engaged in product measurement, inspection, and testing activities to ensure quality control and reliability."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21493",
    "onet_soc": "17-2112.00",
    "onet_title": "Industrial Engineers",
    "match_score": 0.5,
    "tasks": [
      "Estimate production costs, cost saving methods, and the effects of product design changes on expenditures for management review, action, and control.",
      "Plan and establish sequence of operations to fabricate and assemble parts or products and to promote efficient utilization.",
      "Analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product.",
      "Confer with clients, vendors, staff, and management personnel regarding purchases, product and production specifications, manufacturing capabilities, or project status.",
      "Communicate with management and user personnel to develop production and design standards.",
      "Evaluate precision and accuracy of production and testing equipment and engineering drawings to formulate corrective action plan.",
      "Recommend methods for improving utilization of personnel, material, and utilities.",
      "Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.",
      "Draft and design layout of equipment, materials, and workspace to illustrate maximum efficiency using drafting tools and computer.",
      "Direct workers engaged in product measurement, inspection, and testing activities to ensure quality control and reliability."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26112",
    "onet_soc": "13-2071.00",
    "onet_title": "Credit Counselors",
    "match_score": 0.25,
    "tasks": [
      "Calculate clients' available monthly income to meet debt obligations.",
      "Explain services or policies to clients, such as debt management program rules, advantages and disadvantages of using services, or creditor concession policies.",
      "Create debt management plans, spending plans, or budgets to assist clients to meet financial goals.",
      "Prioritize client debt repayment to avoid dire consequences, such as bankruptcy or foreclosure or to reduce overall costs, such as by paying high-interest or short-term loans first.",
      "Assess clients' overall financial situations by reviewing income, assets, debts, expenses, credit reports, or other financial information.",
      "Recommend strategies for clients to meet their financial goals, such as borrowing money through loans or loan programs, declaring bankruptcy, making budget adjustments, or enrolling in debt management plans.",
      "Explain general financial topics to clients, such as credit report ratings, bankruptcy laws, consumer protection laws, wage attachments, or collection actions.",
      "Interview clients by telephone or in person to gather financial information.",
      "Estimate time for debt repayment, given amount of debt, interest rates, and available funds.",
      "Prepare written documents to establish contracts with or communicate financial recommendations to clients."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Chat software",
        "category": "Network conferencing software",
        "hot": false
      },
      {
        "name": "Cooperative Processing Resources DMS Professional Suite",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "CoreLogic DebtorTrace",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Freddie Mac Loan Prospector",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "ICCO CreditSoft",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Integrant DebtLogic",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "LexisNexis",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "LexisNexis Accurint",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Merlin Information Services databases",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21525",
    "onet_soc": "13-1081.01",
    "onet_title": "Logistics Engineers",
    "match_score": 0.25,
    "tasks": [
      "Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",
      "Develop an understanding of customers' needs and take actions to ensure that such needs are met.",
      "Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.",
      "Develop proposals that include documentation for estimates.",
      "Review logistics performance with customers against targets, benchmarks, and service agreements.",
      "Direct availability and allocation of materials, supplies, and finished products.",
      "Redesign the movement of goods to maximize value and minimize costs.",
      "Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",
      "Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",
      "Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24160",
    "onet_soc": "13-2053.00",
    "onet_title": "Insurance Underwriters",
    "match_score": 0.5,
    "tasks": [
      "Examine documents to determine degree of risk from factors such as applicant health, financial standing and value, and condition of property.",
      "Decline excessive risks.",
      "Write to field representatives, medical personnel, or others to obtain further information, quote rates, or explain company underwriting policies.",
      "Evaluate possibility of losses due to catastrophe or excessive insurance.",
      "Review company records to determine amount of insurance in force on single risk or group of closely related risks.",
      "Decrease value of policy when risk is substandard and specify applicable endorsements or apply rating to ensure safe, profitable distribution of risks, using reference materials.",
      "Authorize reinsurance of policy when risk is high."
    ],
    "technologies": [
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Anodas Software Limited Phoenix",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Consilience Software Maven Insurance Automation Suite",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "CSC nbAccelerator",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Delphi Technology",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Fair Isaac Enterprise Decision Management for Insurance",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Fannie Mae Desktop Underwriter",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Fiserv Advanced Underwriting",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "LabOne NET",
        "category": "Financial analysis software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "24251",
    "onet_soc": "41-3041.00",
    "onet_title": "Travel Agents",
    "match_score": 0.25,
    "tasks": [
      "Collect payment for transportation and accommodations from customer.",
      "Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",
      "Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",
      "Compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.",
      "Record and maintain information on clients, vendors, and travel packages.",
      "Book transportation and hotel reservations, using computer or telephone.",
      "Print or request transportation carrier tickets, using computer printer system or system link to travel carrier.",
      "Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "SAP Concur",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Amadeus CRS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Colibripms Software Colibri",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "DataSwell",
        "category": "Business intelligence and data analysis software",
        "hot": false
      },
      {
        "name": "Galor Travel Booster",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Global distribution system GDS software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Illusions Online Illusions OnDemand",
        "category": "Business intelligence and data analysis software",
        "hot": false
      },
      {
        "name": "MGHworld Travel Agents",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Orbitz Worldwide Orbitz for Agents",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Rezopia",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21664",
    "onet_soc": "27-1022.00",
    "onet_title": "Fashion Designers",
    "match_score": 0.25,
    "tasks": [
      "Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.",
      "Examine sample garments on and off models, modifying designs to achieve desired effects.",
      "Confer with sales and management executives or with clients to discuss design ideas.",
      "Select materials and production techniques to be used for products.",
      "Provide sample garments to agents and sales representatives, and arrange for showings of sample garments at sales meetings or fashion shows.",
      "Direct and coordinate workers involved in drawing and cutting patterns and constructing samples or finished garments.",
      "Identify target markets for designs, looking at factors such as age, gender, and socioeconomic status.",
      "Collaborate with other designers to coordinate special products and designs.",
      "Attend fashion shows and review garment magazines and manuals to gather information about fashion trends and consumer preferences.",
      "Purchase new or used clothing and accessory items as needed to complete designs."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Trimble SketchUp Pro",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Design Suite",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Autodesk SketchBook Pro",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "C-DESIGN Fashion",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "CLO Virtual Fashion Marvelous Designer",
        "category": "Computer aided design CAD software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22124",
    "onet_soc": "29-1216.00",
    "onet_title": "General Internal Medicine Physicians",
    "match_score": 1,
    "tasks": [
      "Analyze records, reports, test results, or examination information to diagnose medical condition of patient.",
      "Treat internal disorders, such as hypertension, heart disease, diabetes, or problems of the lung, brain, kidney, or gastrointestinal tract.",
      "Prescribe or administer medication, therapy, and other specialized medical care to treat or prevent illness, disease, or injury.",
      "Manage and treat common health problems, such as infections, influenza or pneumonia, as well as serious, chronic, and complex illnesses, in adolescents, adults, and the elderly.",
      "Provide and manage long-term, comprehensive medical care, including diagnosis and nonsurgical treatment of diseases, for adult patients in an office or hospital.",
      "Explain procedures and discuss test results or prescribed treatments with patients.",
      "Advise patients and community members concerning diet, activity, hygiene, and disease prevention.",
      "Make diagnoses when different illnesses occur together or in situations where the diagnosis may be obscure.",
      "Refer patient to medical specialist or other practitioner when necessary.",
      "Monitor patients' conditions and progress and reevaluate treatments as necessary."
    ],
    "technologies": [
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Allscripts Professional EHR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Billing software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Brickell Research Brickell Medical Office",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "ChartWare EMR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "e-MDs software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "e-MDs topsE&M Coder",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Epocrates",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "GE Healthcare Centricity EMR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Greenway Health PrimeSuite",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "25232",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "26421",
    "onet_soc": "27-3023.00",
    "onet_title": "News Analysts, Reporters, and Journalists",
    "match_score": 0.13,
    "tasks": [
      "Write commentaries, columns, or scripts, using computers.",
      "Coordinate and serve as an anchor on news broadcast programs.",
      "Examine news items of local, national, and international significance to determine topics to address, or obtain assignments from editorial staff members.",
      "Analyze and interpret news and information received from various sources to broadcast the information.",
      "Receive assignments or evaluate leads or tips to develop story ideas.",
      "Research a story's background information to provide complete and accurate information.",
      "Arrange interviews with people who can provide information about a story.",
      "Gather information and develop perspectives about news subjects through research, interviews, observation, and experience.",
      "Select material most pertinent to presentation, and organize this material into appropriate formats.",
      "Present news stories, and introduce in-depth videotaped segments or live transmissions from on-the-scene reporters."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "WordPress",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Premiere Pro",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Apple Final Cut Pro",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Audion Laboratories VoxPro",
        "category": "Music or sound editing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21651",
    "onet_soc": "17-1022.01",
    "onet_title": "Geodetic Surveyors",
    "match_score": 0.25,
    "tasks": [
      "Direct or conduct surveys to establish legal boundaries for properties, based on legal deeds and titles.",
      "Prepare and maintain sketches, maps, reports, and legal descriptions of surveys to describe, certify, and assume liability for work performed.",
      "Write descriptions of property boundary surveys for use in deeds, leases, or other legal documents.",
      "Verify the accuracy of survey data, including measurements and calculations conducted at survey sites.",
      "Search legal records, survey records, and land titles to obtain information about property boundaries in areas to be surveyed.",
      "Record the results of surveys, including the shape, contour, location, elevation, and dimensions of land or land features.",
      "Prepare, or supervise preparation of, all data, charts, plots, maps, records, and documents related to surveys.",
      "Compute geodetic measurements and interpret survey data to determine positions, shapes, and elevations of geomorphic and topographic features.",
      "Calculate heights, depths, relative positions, property lines, and other characteristics of terrain.",
      "Plan and conduct ground surveys designed to establish baselines, elevations, and other geodetic measurements."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21621",
    "onet_soc": "17-1012.00",
    "onet_title": "Landscape Architects",
    "match_score": 0.5,
    "tasks": [
      "Confer with clients, engineering personnel, or architects on landscape projects.",
      "Analyze data on conditions such as site location, drainage, or structure location for environmental reports or landscaping plans.",
      "Inspect landscape work to ensure compliance with specifications, evaluate quality of materials or work, or advise clients or construction personnel.",
      "Prepare site plans, specifications, or cost estimates for land development.",
      "Integrate existing land features or landscaping into designs.",
      "Collaborate with architects or related professionals on whole building design to maximize the aesthetic features of structures or surrounding land and to improve energy efficiency.",
      "Prepare graphic representations or drawings of proposed plans or designs.",
      "Inspect proposed sites to identify structural elements of land areas or other important site information, such as soil condition, existing landscaping, or the proximity of water management facilities.",
      "Collaborate with estimators to cost projects, create project plans, or coordinate bids from landscaping contractors.",
      "Create landscapes that minimize water consumption such as by incorporating drought-resistant grasses or indigenous plants."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Trimble SketchUp Pro",
        "category": "Computer aided design CAD software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26221",
    "onet_soc": "25-4022.00",
    "onet_title": "Librarians and Media Collections Specialists",
    "match_score": 0.14,
    "tasks": [
      "Check books in and out of the library.",
      "Teach library patrons basic computer skills, such as searching computerized databases.",
      "Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.",
      "Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.",
      "Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.",
      "Analyze patrons' requests to determine needed information and assist in furnishing or locating that information.",
      "Supervise daily library operations, budgeting, planning, and personnel activities, such as hiring, training, scheduling, and performance evaluations.",
      "Plan and teach classes on topics such as information literacy, library instruction, and technology use.",
      "Confer with colleagues, faculty, and community members and organizations to conduct informational programs, make collection decisions, and determine library services to offer.",
      "Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Cascading style sheets CSS",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21513",
    "onet_soc": "13-1081.01",
    "onet_title": "Logistics Engineers",
    "match_score": 0.25,
    "tasks": [
      "Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",
      "Develop an understanding of customers' needs and take actions to ensure that such needs are met.",
      "Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.",
      "Develop proposals that include documentation for estimates.",
      "Review logistics performance with customers against targets, benchmarks, and service agreements.",
      "Direct availability and allocation of materials, supplies, and finished products.",
      "Redesign the movement of goods to maximize value and minimize costs.",
      "Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",
      "Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",
      "Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24211",
    "onet_soc": "13-1111.00",
    "onet_title": "Management Analysts",
    "match_score": 0.25,
    "tasks": [
      "Gather and organize information on problems or procedures.",
      "Confer with personnel concerned to ensure successful functioning of newly implemented systems or procedures.",
      "Analyze data gathered and develop solutions or alternative methods of proceeding.",
      "Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.",
      "Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.",
      "Interview personnel and conduct on-site observation to ascertain unit functions, work performed, and methods, equipment, and personnel used.",
      "Prepare manuals and train workers in use of new forms, reports, procedures or equipment, according to organizational policy.",
      "Review forms and reports and confer with management and users about format, distribution, and purpose, identifying problems and improvements.",
      "Develop and implement records management program for filing, protection, and retrieval of records, and assure compliance with program.",
      "Design, evaluate, recommend, and approve changes of forms and reports."
    ],
    "technologies": [
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apache Maven",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21411",
    "onet_soc": "17-2112.03",
    "onet_title": "Manufacturing Engineers",
    "match_score": 0.5,
    "tasks": [
      "Estimate production costs, cost saving methods, and the effects of product design changes on expenditures for management review, action, and control.",
      "Plan and establish sequence of operations to fabricate and assemble parts or products and to promote efficient utilization.",
      "Analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product.",
      "Confer with clients, vendors, staff, and management personnel regarding purchases, product and production specifications, manufacturing capabilities, or project status.",
      "Communicate with management and user personnel to develop production and design standards.",
      "Evaluate precision and accuracy of production and testing equipment and engineering drawings to formulate corrective action plan.",
      "Recommend methods for improving utilization of personnel, material, and utilities.",
      "Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.",
      "Draft and design layout of equipment, materials, and workspace to illustrate maximum efficiency using drafting tools and computer.",
      "Direct workers engaged in product measurement, inspection, and testing activities to ensure quality control and reliability."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21473",
    "onet_soc": "17-2121.00",
    "onet_title": "Marine Engineers and Naval Architects",
    "match_score": 0.25,
    "tasks": [
      "Perform monitoring activities to ensure that ships comply with international regulations and standards for life-saving equipment and pollution preventatives.",
      "Design complete hull and superstructure according to specifications and test data, in conformity with standards of safety, efficiency, and economy.",
      "Conduct analyses of ships, such as stability, structural, weight, and vibration analyses.",
      "Study design proposals and specifications to establish basic characteristics of craft, such as size, weight, speed, propulsion, displacement, and draft.",
      "Maintain contact with, and formulate reports for, contractors and clients to ensure completion of work at minimum cost.",
      "Coordinate activities with regulatory bodies to ensure repairs and alterations are at minimum cost and consistent with safety.",
      "Check, test, and maintain automatic controls and alarm systems.",
      "Prepare technical reports for use by engineering, management, or sales personnel.",
      "Design layout of craft interior, including cargo space, passenger compartments, ladder wells, and elevators.",
      "Prepare, or direct the preparation of, product or system layouts and detailed drawings and schematics."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Word",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "The MathWorks MATLAB",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21714",
    "onet_soc": "11-9131.00",
    "onet_title": "Postmasters and Mail Superintendents",
    "match_score": 0.17,
    "tasks": [
      "Monitor employees' work schedules and attendance for payroll purposes.",
      "Organize and supervise activities, such as the processing of incoming and outgoing mail.",
      "Resolve customer complaints.",
      "Prepare employee work schedules.",
      "Direct and coordinate operational, management, and supportive services of one or a number of postal facilities.",
      "Hire and train employees, and evaluate their performance.",
      "Prepare and submit detailed and summary reports of post office activities to designated supervisors.",
      "Negotiate labor disputes.",
      "Select and train postmasters and managers of associate postal units.",
      "Inform the public of available services, and of postal laws and regulations."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Collection Point Management System CPMS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "eBuy",
        "category": "Procurement software",
        "hot": false
      },
      {
        "name": "Facility database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Payroll software",
        "category": "Time accounting software",
        "hot": false
      },
      {
        "name": "Personnel management software",
        "category": "Human resources software",
        "hot": false
      },
      {
        "name": "Personnel scheduling software",
        "category": "Human resources software",
        "hot": false
      },
      {
        "name": "Point of sale POS software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Postal boundary mapping software",
        "category": "Map creation software",
        "hot": false
      },
      {
        "name": "Postal tracking software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Vehicle management software",
        "category": "Facilities management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21712",
    "onet_soc": "17-2121.00",
    "onet_title": "Marine Engineers and Naval Architects",
    "match_score": 0.25,
    "tasks": [
      "Perform monitoring activities to ensure that ships comply with international regulations and standards for life-saving equipment and pollution preventatives.",
      "Design complete hull and superstructure according to specifications and test data, in conformity with standards of safety, efficiency, and economy.",
      "Conduct analyses of ships, such as stability, structural, weight, and vibration analyses.",
      "Study design proposals and specifications to establish basic characteristics of craft, such as size, weight, speed, propulsion, displacement, and draft.",
      "Maintain contact with, and formulate reports for, contractors and clients to ensure completion of work at minimum cost.",
      "Coordinate activities with regulatory bodies to ensure repairs and alterations are at minimum cost and consistent with safety.",
      "Check, test, and maintain automatic controls and alarm systems.",
      "Prepare technical reports for use by engineering, management, or sales personnel.",
      "Design layout of craft interior, including cargo space, passenger compartments, ladder wells, and elevators.",
      "Prepare, or direct the preparation of, product or system layouts and detailed drawings and schematics."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Word",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "The MathWorks MATLAB",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24312",
    "onet_soc": "13-1161.00",
    "onet_title": "Market Research Analysts and Marketing Specialists",
    "match_score": 0.2,
    "tasks": [
      "Prepare reports of findings, illustrating data graphically and translating complex findings into written text.",
      "Collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.",
      "Conduct research on consumer opinions and marketing strategies, collaborating with marketing professionals, statisticians, pollsters, and other professionals.",
      "Measure and assess customer and employee satisfaction.",
      "Devise and evaluate methods and procedures for collecting data, such as surveys, opinion polls, or questionnaires, or arrange to obtain existing data.",
      "Measure the effectiveness of marketing, advertising, and communications programs and strategies.",
      "Seek and provide information to help companies determine their position in the marketplace.",
      "Forecast and track marketing and sales trends, analyzing collected data.",
      "Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.",
      "Monitor industry statistics and follow trends in trade literature."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Asana",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      },
      {
        "name": "Canva",
        "category": "Graphics or photo imaging software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24313",
    "onet_soc": "11-2021.00",
    "onet_title": "Marketing Managers",
    "match_score": 0.25,
    "tasks": [
      "Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.",
      "Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.",
      "Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.",
      "Develop pricing strategies, balancing firm objectives and customer satisfaction.",
      "Compile lists describing product or service offerings.",
      "Direct the hiring, training, or performance evaluations of marketing or sales staff and oversee their daily activities.",
      "Consult with product development personnel on product specifications, such as design, color, or packaging.",
      "Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.",
      "Negotiate contracts with vendors or distributors to manage product distribution, establishing distribution networks or developing distribution strategies.",
      "Coordinate or participate in promotional activities or trade shows, working with developers, advertisers, or production managers, to market products or services."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Asana",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21492",
    "onet_soc": "17-2131.00",
    "onet_title": "Materials Engineers",
    "match_score": 0.5,
    "tasks": [
      "Analyze product failure data and laboratory test results to determine causes of problems and develop solutions.",
      "Design and direct the testing or control of processing procedures.",
      "Monitor material performance, and evaluate its deterioration.",
      "Conduct or supervise tests on raw materials or finished products to ensure their quality.",
      "Evaluate technical specifications and economic factors relating to process or product design objectives.",
      "Modify properties of metal alloys, using thermal and mechanical treatments.",
      "Determine appropriate methods for fabricating and joining materials.",
      "Guide technical staff in developing materials for specific uses in projected products or devices.",
      "Review new product plans, and make recommendations for material selection, based on design objectives such as strength, weight, heat resistance, electrical conductivity, and cost.",
      "Supervise the work of technologists, technicians, and other engineers and scientists."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft SharePoint",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Word",
        "category": "Word processing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21441",
    "onet_soc": "17-2141.00",
    "onet_title": "Mechanical Engineers",
    "match_score": 0.5,
    "tasks": [
      "Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.",
      "Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.",
      "Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.",
      "Confer with engineers or other personnel to implement operating procedures, resolve system malfunctions, or provide technical information.",
      "Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.",
      "Recommend design modifications to eliminate machine or system malfunctions.",
      "Research and analyze customer design proposals, specifications, manuals, or other data to evaluate the feasibility, cost, or maintenance requirements of designs or applications.",
      "Provide technical customer service.",
      "Oversee installation, operation, maintenance, or repair to ensure that machines or equipment are installed and functioning according to specifications.",
      "Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Chef",
        "category": "Configuration management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21531",
    "onet_soc": "13-1081.01",
    "onet_title": "Logistics Engineers",
    "match_score": 0.25,
    "tasks": [
      "Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",
      "Develop an understanding of customers' needs and take actions to ensure that such needs are met.",
      "Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.",
      "Develop proposals that include documentation for estimates.",
      "Review logistics performance with customers against targets, benchmarks, and service agreements.",
      "Direct availability and allocation of materials, supplies, and finished products.",
      "Redesign the movement of goods to maximize value and minimize costs.",
      "Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",
      "Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",
      "Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24332",
    "onet_soc": "41-4011.00",
    "onet_title": "Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",
    "match_score": 0.14,
    "tasks": [
      "Negotiate prices or terms of sales or service agreements.",
      "Prepare and submit sales contracts for orders.",
      "Visit establishments to evaluate needs or to promote product or service sales.",
      "Maintain customer records, using automated systems.",
      "Answer customers' questions about products, prices, availability, or credit terms.",
      "Quote prices, credit terms, or other bid specifications.",
      "Contact new or existing customers to discuss how specific products or services can meet their needs.",
      "Emphasize product features, based on analyses of customers' needs and on technical knowledge of product capabilities and limitations.",
      "Compute customer's installation or production costs and estimate savings from new services, products, or equipment.",
      "Select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "22693",
    "onet_soc": "29-2032.00",
    "onet_title": "Diagnostic Medical Sonographers",
    "match_score": 0.33,
    "tasks": [
      "Observe screen during scan to ensure that image produced is satisfactory for diagnostic purposes, making adjustments to equipment as required.",
      "Observe and care for patients throughout examinations to ensure their safety and comfort.",
      "Provide sonogram and oral or written summary of technical findings to physician for use in medical diagnosis.",
      "Select appropriate equipment settings and adjust patient positions to obtain the best sites and angles.",
      "Operate ultrasound equipment to produce and record images of the motion, shape, and composition of blood, organs, tissues, or bodily masses, such as fluid accumulations.",
      "Decide which images to include, looking for differences between healthy and pathological areas.",
      "Prepare patient for exam by explaining procedure, transferring patient to ultrasound table, scrubbing skin and applying gel, and positioning patient properly.",
      "Determine whether scope of exam should be extended, based on findings.",
      "Obtain and record accurate patient history, including prior test results or information from physical examinations.",
      "Maintain records that include patient information, sonographs and interpretations, files of correspondence, publications and regulations, or quality assurance records, such as pathology, biopsy, or post-operative reports."
    ],
    "technologies": [
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Medical procedure coding software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Patient medical record software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21342",
    "onet_soc": "19-1042.00",
    "onet_title": "Medical Scientists, Except Epidemiologists",
    "match_score": 0.33,
    "tasks": [
      "Follow strict safety procedures when handling toxic materials to avoid contamination.",
      "Evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.",
      "Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease.",
      "Prepare and analyze organ, tissue, and cell samples to identify toxicity, bacteria, or microorganisms or to study cell structure.",
      "Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.",
      "Teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.",
      "Write and publish articles in scientific journals.",
      "Write applications for research grants.",
      "Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.",
      "Study animal and human health and physiological processes."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "The MathWorks MATLAB",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "UNIX",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "BioArray Software Environment BASE",
        "category": "Analytical or scientific software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21346",
    "onet_soc": "19-1042.00",
    "onet_title": "Medical Scientists, Except Epidemiologists",
    "match_score": 0.33,
    "tasks": [
      "Follow strict safety procedures when handling toxic materials to avoid contamination.",
      "Evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.",
      "Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease.",
      "Prepare and analyze organ, tissue, and cell samples to identify toxicity, bacteria, or microorganisms or to study cell structure.",
      "Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.",
      "Teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.",
      "Write and publish articles in scientific journals.",
      "Write applications for research grants.",
      "Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.",
      "Study animal and human health and physiological processes."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "The MathWorks MATLAB",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "UNIX",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "BioArray Software Environment BASE",
        "category": "Analytical or scientific software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "26353",
    "onet_soc": "21-1029.00",
    "onet_title": "Social Workers, All Other",
    "match_score": 0.25,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "26361",
    "onet_soc": "25-1126.00",
    "onet_title": "Philosophy and Religion Teachers, Postsecondary",
    "match_score": 0.13,
    "tasks": [
      "Evaluate and grade students' class work, assignments, and papers.",
      "Initiate, facilitate, and moderate classroom discussions.",
      "Prepare and deliver lectures to undergraduate or graduate students and the community on topics such as ethics, logic, and contemporary religious thought.",
      "Compile, administer, and grade examinations, or assign this work to others.",
      "Prepare course materials, such as syllabi, homework assignments, and handouts.",
      "Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.",
      "Maintain student attendance records, grades, and other required records.",
      "Write articles and books.",
      "Perform administrative duties, such as serving as department head.",
      "Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media."
    ],
    "technologies": [
      {
        "name": "Blackboard Learn",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Course management system software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Desire2Learn LMS software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "DOC Cop",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Gateway to Logic",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Image scanning software",
        "category": "Optical character reader OCR or scanning software",
        "hot": false
      },
      {
        "name": "InteLext Past Masters",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "iParadigms Turnitin",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Learning management system LMS",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Moodle",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Philosopher's Information Center The Philosopher's Index",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Sakai CLE",
        "category": "Computer based training software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21662",
    "onet_soc": "27-1022.00",
    "onet_title": "Fashion Designers",
    "match_score": 0.25,
    "tasks": [
      "Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.",
      "Examine sample garments on and off models, modifying designs to achieve desired effects.",
      "Confer with sales and management executives or with clients to discuss design ideas.",
      "Select materials and production techniques to be used for products.",
      "Provide sample garments to agents and sales representatives, and arrange for showings of sample garments at sales meetings or fashion shows.",
      "Direct and coordinate workers involved in drawing and cutting patterns and constructing samples or finished garments.",
      "Identify target markets for designs, looking at factors such as age, gender, and socioeconomic status.",
      "Collaborate with other designers to coordinate special products and designs.",
      "Attend fashion shows and review garment magazines and manuals to gather information about fashion trends and consumer preferences.",
      "Purchase new or used clothing and accessory items as needed to complete designs."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Trimble SketchUp Pro",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Design Suite",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Autodesk SketchBook Pro",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "C-DESIGN Fashion",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "CLO Virtual Fashion Marvelous Designer",
        "category": "Computer aided design CAD software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "25123",
    "onet_soc": "15-1252.00",
    "onet_title": "Software Developers",
    "match_score": 0.25,
    "tasks": [
      "Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.",
      "Develop or direct software system testing or validation procedures, programming, or documentation.",
      "Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.",
      "Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.",
      "Prepare reports or correspondence concerning project specifications, activities, or status.",
      "Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.",
      "Store, retrieve, and manipulate data for analysis of system capabilities and requirements.",
      "Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.",
      "Determine system performance standards.",
      "Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21663",
    "onet_soc": "27-1014.00",
    "onet_title": "Special Effects Artists and Animators",
    "match_score": 0.25,
    "tasks": [
      "Design complex graphics and animation, using independent judgment, creativity, and computer equipment.",
      "Create basic designs, drawings, and illustrations for product labels, cartons, direct mail, or television.",
      "Participate in design and production of multimedia campaigns, handling budgeting and scheduling, and assisting with such responsibilities as production coordination, background design, and progress tracking.",
      "Create two-dimensional and three-dimensional images depicting objects in motion or illustrating a process, using computer animation or modeling programs.",
      "Make objects or characters appear lifelike by manipulating light, color, texture, shadow, and transparency, or manipulating static images to give the illusion of motion.",
      "Apply story development, directing, cinematography, and editing to animation to create storyboards that show the flow of the animation and map out key scenes and characters.",
      "Implement and maintain configuration control systems.",
      "Script, plan, and create animated narrative sequences under tight deadlines, using computer software and hand drawing techniques.",
      "Develop briefings, brochures, multimedia presentations, web pages, promotional products, technical illustrations, and computer artwork for use in products, technical manuals, literature, newsletters, and slide shows.",
      "Assemble, typeset, scan, and produce digital camera-ready art or film negatives and printer's proofs."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Cascading style sheets CSS",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "25220",
    "onet_soc": "15-1244.00",
    "onet_title": "Network and Computer Systems Administrators",
    "match_score": 0.5,
    "tasks": [
      "Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.",
      "Perform data backups and disaster recovery operations.",
      "Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.",
      "Configure, monitor, and maintain email applications or virus protection software.",
      "Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use.",
      "Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.",
      "Plan, coordinate, and implement network security measures to protect data, software, and hardware.",
      "Analyze equipment performance records to determine the need for repair or replacement.",
      "Confer with network users about solutions to existing system problems.",
      "Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "22652",
    "onet_soc": "29-1031.00",
    "onet_title": "Dietitians and Nutritionists",
    "match_score": 0.25,
    "tasks": [
      "Assess nutritional needs, diet restrictions, and current health plans to develop and implement dietary-care plans and provide nutritional counseling.",
      "Evaluate laboratory tests in preparing nutrition recommendations.",
      "Counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.",
      "Advise patients and their families on nutritional principles, dietary plans, diet modifications, and food selection and preparation.",
      "Incorporate patient cultural, ethnic, or religious preferences and needs in the development of nutrition plans.",
      "Consult with physicians and health care personnel to determine nutritional needs and diet restrictions of patient or client.",
      "Record and evaluate patient and family health and food history, including symptoms, environmental toxic exposure, allergies, medication factors, and preventive health-care measures.",
      "Develop recipes and menus to address special nutrition needs, such as low glycemic, low histamine, or gluten- or allergen-free.",
      "Coordinate diet counseling services.",
      "Develop curriculum and prepare manuals, visual aids, course outlines, and other materials used in teaching."
    ],
    "technologies": [
      {
        "name": "Allergenic diet software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Aurora FoodPro",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Axxya Systems Nutritionist Pro",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "BioEx Systems Nutrition Maker Plus",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Compu-Cal Nutrition Assistant",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Cronometer",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "CyberSoft NutriBase",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "DietMaster Systems DietMaster",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ESHA Research The Food Processor",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Google Drive",
        "category": "Cloud-based data access and sharing software",
        "hot": false
      },
      {
        "name": "Graphics software",
        "category": "Graphics or photo imaging software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22144",
    "onet_soc": "29-1218.00",
    "onet_title": "Obstetricians and Gynecologists",
    "match_score": 1,
    "tasks": [
      "Treat diseases of female organs.",
      "Care for and treat women during prenatal, natal, and postnatal periods.",
      "Analyze records, reports, test results, or examination information to diagnose medical condition of patient.",
      "Perform cesarean sections or other surgical procedures as needed to preserve patients' health and deliver babies safely.",
      "Collect, record, and maintain patient information, such as medical histories, reports, or examination results.",
      "Explain procedures and discuss test results or prescribed treatments with patients.",
      "Prescribe or administer therapy, medication, and other specialized medical care to treat or prevent illness, disease, or injury.",
      "Monitor patients' conditions and progress and reevaluate treatments as necessary.",
      "Consult with or provide consulting services to other physicians.",
      "Refer patient to medical specialist or other practitioner when necessary."
    ],
    "technologies": [
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Acrendo Medical Software Ob/Gyn EMR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Allscripts Professional EHR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Alteer Premiere",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "AS Software AS-OBGYN",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Bizmatics PrognoCIS EMR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "ChartWare EMR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Computer Systems Company R4 ACERT",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "digiChart OB-GYN",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "e-MDs software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22631",
    "onet_soc": "19-5011.00",
    "onet_title": "Occupational Health and Safety Specialists",
    "match_score": 0.38,
    "tasks": [
      "Recommend measures to help protect workers from potentially hazardous work methods, processes, or materials.",
      "Develop or maintain hygiene programs, such as noise surveys, continuous atmosphere monitoring, ventilation surveys, or asbestos management plans.",
      "Order suspension of activities that pose threats to workers' health or safety.",
      "Investigate accidents to identify causes or to determine how such accidents might be prevented in the future.",
      "Inspect or evaluate workplace environments, equipment, or practices to ensure compliance with safety standards and government regulations.",
      "Collect samples of dust, gases, vapors, or other potentially toxic materials for analysis.",
      "Collaborate with engineers or physicians to institute control or remedial measures for hazardous or potentially hazardous conditions or equipment.",
      "Investigate the adequacy of ventilation, exhaust equipment, lighting, or other conditions that could affect employee health, comfort, or performance.",
      "Conduct safety training or education programs and demonstrate the use of safety equipment.",
      "Investigate health-related complaints and inspect facilities to ensure that they comply with public health legislation and regulations."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Active Server Pages ASP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Curtis Management Resources Training Management System",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "EcoLogic ADAM Indoor Air Quality and Analytical Data Management",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ESS Compliance Suite",
        "category": "Compliance software",
        "hot": false
      },
      {
        "name": "ImageWave MSDSFinder",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Mannus Compliance: EHS",
        "category": "Compliance software",
        "hot": false
      },
      {
        "name": "Medgate Enterprise EHS",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22680",
    "onet_soc": "29-1122.00",
    "onet_title": "Occupational Therapists",
    "match_score": 0.5,
    "tasks": [
      "Test and evaluate patients' physical and mental abilities and analyze medical data to determine realistic rehabilitation goals for patients.",
      "Complete and maintain necessary records.",
      "Plan, organize, and conduct occupational therapy programs in hospital, institutional, or community settings to help rehabilitate persons with disabilities because of illness, injury or psychological or developmental problems.",
      "Plan and implement programs and social activities to help patients learn work or school skills and adjust to handicaps.",
      "Select activities that will help individuals learn work and life-management skills within limits of their mental or physical capabilities.",
      "Evaluate patients' progress and prepare reports that detail progress.",
      "Train caregivers in providing for the needs of a patient during and after therapy.",
      "Lay out materials such as puzzles, scissors and eating utensils for use in therapy, and clean and repair these tools after therapy sessions.",
      "Consult with rehabilitation team to select activity programs or coordinate occupational therapy with other therapeutic activities.",
      "Design and create, or requisition, special supplies and equipment, such as splints, braces, and computer-aided adaptive equipment."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Ruby",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Workday software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24352",
    "onet_soc": "47-5071.00",
    "onet_title": "Roustabouts, Oil and Gas",
    "match_score": 0.17,
    "tasks": [
      "Unscrew or tighten pipes, casing, tubing, and pump rods, using hand and power wrenches and tongs.",
      "Dismantle and repair oil field machinery, boilers, and steam engine parts, using hand tools and power tools.",
      "Guide cranes to move loads about decks.",
      "Walk flow lines to locate leaks, using electronic detectors and by making visual inspections, and repair the leaks.",
      "Lay gas and oil pipelines.",
      "Bolt together pump and engine parts.",
      "Move pipes to and from trucks, using truck winches and motorized lifts, or by hand.",
      "Clean trucks used in the fields.",
      "Dig holes, set forms, and mix and pour concrete into forms to make foundations for wood or steel derricks.",
      "Supply equipment to rig floors as requested and provide assistance to roughnecks."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Database management systems",
        "category": "Data base management system software",
        "hot": false
      },
      {
        "name": "Enertia",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Inventory management systems",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Maintenance record software",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Maintenance software",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Microsoft Windows XP",
        "category": "Operating system software",
        "hot": false
      },
      {
        "name": "Operating system software",
        "category": "Operating system software",
        "hot": false
      },
      {
        "name": "Purchasing software",
        "category": "Procurement software",
        "hot": false
      },
      {
        "name": "Telephony software",
        "category": "Internet protocol IP multimedia subsystem software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21212",
    "onet_soc": "15-2031.00",
    "onet_title": "Operations Research Analysts",
    "match_score": 0.5,
    "tasks": [
      "Present the results of mathematical modeling and data analysis to management or other end users.",
      "Define data requirements, and gather and validate information, applying judgment and statistical tests.",
      "Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.",
      "Prepare management reports defining and evaluating problems and recommending solutions.",
      "Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.",
      "Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.",
      "Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.",
      "Analyze information obtained from management to conceptualize and define operational problems.",
      "Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.",
      "Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Bash",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "GitHub",
        "category": "Application server software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "22145",
    "onet_soc": "29-1241.00",
    "onet_title": "Ophthalmologists, Except Pediatric",
    "match_score": 1,
    "tasks": [
      "Perform comprehensive examinations of the visual system to determine the nature or extent of ocular disorders.",
      "Diagnose or treat injuries, disorders, or diseases of the eye and eye structures including the cornea, sclera, conjunctiva, or eyelids.",
      "Provide or direct the provision of postoperative care.",
      "Develop or implement plans and procedures for ophthalmologic services.",
      "Prescribe or administer topical or systemic medications to treat ophthalmic conditions and to manage pain.",
      "Develop treatment plans based on patients' histories and goals, the nature and severity of disorders, and treatment risks and benefits.",
      "Perform ophthalmic surgeries such as cataract, glaucoma, refractive, corneal, vitro-retinal, eye muscle, or oculoplastic surgeries.",
      "Educate patients about maintenance and promotion of healthy vision.",
      "Document or evaluate patients' medical histories.",
      "Perform, order, or interpret the results of diagnostic or clinical tests."
    ],
    "technologies": [
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Allscripts PM",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "athenahealth athenaCollector",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Automatic Data Processing AdvancedMD EHR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Benchmark Systems Benchmark Clinical EHR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Bizmatics PrognoCIS EMR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "CareCloud Central",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Cerner PowerWorks Practice Management",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Epic Practice Management",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "EyeMD EMR Healthcare Systems EyeMD EMR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "GalacTek ECLIPSE",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22670",
    "onet_soc": "29-1041.00",
    "onet_title": "Optometrists",
    "match_score": 0.16,
    "tasks": [
      "Examine eyes, using observation, instruments, and pharmaceutical agents, to determine visual acuity and perception, focus, and coordination and to diagnose diseases and other abnormalities, such as glaucoma or color blindness.",
      "Analyze test results and develop a treatment plan.",
      "Prescribe, supply, fit and adjust eyeglasses, contact lenses, and other vision aids.",
      "Prescribe medications to treat eye diseases if state laws permit.",
      "Educate and counsel patients on contact lens care, visual hygiene, lighting arrangements, and safety factors.",
      "Remove foreign bodies from the eye.",
      "Provide patients undergoing eye surgeries, such as cataract and laser vision correction, with pre- and post-operative care.",
      "Consult with and refer patients to ophthalmologist or other health care practitioner if additional medical treatment is determined necessary.",
      "Prescribe therapeutic procedures to correct or conserve vision.",
      "Provide vision therapy and low-vision rehabilitation."
    ],
    "technologies": [
      {
        "name": "Apple Safari",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Edge",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Mozilla Firefox",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Accra Med Software Filopto",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "AltaPoint Data Systems AltaPoint Vision",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Babcock Winx Pro",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Compulink Business Systems Eyecare Advantage",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Digital Healthcare OptoMize",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "First Insight E-Z Frame",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22135",
    "onet_soc": "29-1242.00",
    "onet_title": "Orthopedic Surgeons, Except Pediatric",
    "match_score": 1,
    "tasks": [
      "Analyze patient's medical history, medication allergies, physical condition, and examination results to verify operation's necessity and to determine best procedure.",
      "Conduct research to develop and test surgical techniques that can improve operating procedures and outcomes related to musculoskeletal injuries and diseases.",
      "Diagnose bodily disorders and orthopedic conditions, and provide treatments, such as medicines and surgeries, in clinics, hospital wards, or operating rooms.",
      "Diagnose or treat disorders of the musculoskeletal system.",
      "Direct and coordinate activities of nurses, assistants, specialists, residents, and other medical staff.",
      "Examine instruments, equipment, and operating room to ensure sterility.",
      "Examine patient to obtain information on medical condition and surgical risk.",
      "Follow established surgical techniques during the operation.",
      "Manage surgery services, including planning, scheduling and coordination, determination of procedures, or procurement of supplies and equipment.",
      "Operate on patient's musculoskeletal system to correct deformities, repair injuries, prevent and treat diseases, or improve or restore patient's functions."
    ],
    "technologies": [
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Computer imaging software",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Electronic medical record EMR software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Human resources management system HRMS",
        "category": "Human resources software",
        "hot": false
      },
      {
        "name": "Image-guided surgery software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Integra Radionics NeuroSight Arc",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Medical laser control software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Practice management software PMS",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Robotic surgery software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Three-dimensional 3D virtual surgery software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22148",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "22126",
    "onet_soc": "29-1221.00",
    "onet_title": "Pediatricians, General",
    "match_score": 1,
    "tasks": [
      "Prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury in infants and children.",
      "Examine children regularly to assess their growth and development.",
      "Treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns.",
      "Examine patients or order, perform, and interpret diagnostic tests to obtain information on medical condition and determine diagnosis.",
      "Advise patients, parents or guardians, and community members concerning diet, activity, hygiene, and disease prevention.",
      "Explain procedures and discuss test results or prescribed treatments with patients and parents or guardians.",
      "Collect, record, and maintain patient information, such as medical history, reports, or examination results.",
      "Monitor patients' conditions and progress and reevaluate treatments as necessary.",
      "Direct and coordinate activities of nurses, students, assistants, specialists, therapists, and other medical staff.",
      "Plan and execute medical care programs to aid in the mental and physical growth and development of children and adolescents."
    ],
    "technologies": [
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Advanced Data Systems MedicsDocAssistant for Pediatrics",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Allscripts Professional EHR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "ChartWare EMR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Drug reference software",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "e-MDs software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "e-MedRecords CompuKID",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "EMR Experts Pediatric EMR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Epic Systems software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "24233",
    "onet_soc": "11-3121.00",
    "onet_title": "Human Resources Managers",
    "match_score": 0.33,
    "tasks": [
      "Serve as a link between management and employees by handling questions, interpreting and administering contracts and helping resolve work-related problems.",
      "Plan, direct, supervise, and coordinate work activities of subordinates and staff relating to employment, compensation, labor relations, and employee relations.",
      "Perform difficult staffing duties, including dealing with understaffing, refereeing disputes, firing employees, and administering disciplinary procedures.",
      "Represent organization at personnel-related hearings and investigations.",
      "Negotiate bargaining agreements and help interpret labor contracts.",
      "Advise managers on organizational policy matters, such as equal employment opportunity and sexual harassment, and recommend needed changes.",
      "Plan and conduct new employee orientation to foster positive attitude toward organizational objectives.",
      "Analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements.",
      "Identify staff vacancies and recruit, interview, and select applicants.",
      "Investigate and report on industrial accidents for insurance carriers."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Kronos Workforce Timekeeper",
        "category": "Time accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Workday software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "AASoftTech Web Organization Chart",
        "category": "Charting software",
        "hot": false
      },
      {
        "name": "AccountantsWorld Payroll Relief",
        "category": "Accounting software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22621",
    "onet_soc": "29-2099.08",
    "onet_title": "Patient Representatives",
    "match_score": 0.25,
    "tasks": [
      "Indicate artifacts or interferences derived from sources outside of the brain, such as poor electrode contact or patient movement, on electroneurodiagnostic recordings.",
      "Monitor patients during tests or surgeries, using electroencephalographs (EEG), evoked potential (EP) instruments, or video recording equipment.",
      "Conduct tests or studies such as electroencephalography (EEG), polysomnography (PSG), nerve conduction studies (NCS), electromyography (EMG), and intraoperative monitoring (IOM).",
      "Collect patients' medical information needed to customize tests.",
      "Explain testing procedures to patients, answering questions or reassuring patients, as needed.",
      "Set up, program, or record montages or electrical combinations when testing peripheral nerve, spinal cord, subcortical, or cortical responses.",
      "Summarize technical data to assist physicians to diagnose brain, sleep, or nervous system disorders.",
      "Conduct tests to determine cerebral death, the absence of brain activity, or the probability of recovery from a coma.",
      "Attach electrodes to patients, using adhesives.",
      "Measure patients' body parts and mark locations where electrodes are to be placed."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Henry Schein Dentrix",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "AcuityPro",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Admissions, discharge, and transfer ADT software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21341",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "22640",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "22692",
    "onet_soc": "29-1081.00",
    "onet_title": "Podiatrists",
    "match_score": 0.16,
    "tasks": [
      "Treat bone, muscle, and joint disorders affecting the feet and ankles.",
      "Diagnose diseases and deformities of the foot using medical histories, physical examinations, x-rays, and laboratory test results.",
      "Advise patients about treatments and foot care techniques necessary for prevention of future problems.",
      "Prescribe medications, corrective devices, physical therapy, or surgery.",
      "Surgically treat conditions such as corns, calluses, ingrown nails, tumors, shortened tendons, bunions, cysts, or abscesses.",
      "Refer patients to physicians when symptoms indicative of systemic disorders, such as arthritis or diabetes, are observed in feet and legs.",
      "Make and fit prosthetic appliances.",
      "Correct deformities by means of plaster casts and strapping.",
      "Perform administrative duties, such as hiring employees, ordering supplies, or keeping records.",
      "Educate the public about the benefits of foot care through techniques such as speaking engagements, advertising, and other forums."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Advantage Software Podiatry Advantage",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "DocSite Registry",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Fox Meadows Software MediNotes e",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Quick Notes PDQ Podiatry",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Scanner imaging software",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "24220",
    "onet_soc": "19-2041.01",
    "onet_title": "Climate Change Policy Analysts",
    "match_score": 0.13,
    "tasks": [
      "Communicate scientific or technical information to the public, organizations, or internal audiences through oral briefings, written documents, workshops, conferences, training sessions, or public hearings.",
      "Monitor effects of pollution or land degradation and recommend means of prevention or control.",
      "Collect, synthesize, analyze, manage, and report environmental data, such as pollution emission measurements, atmospheric monitoring measurements, meteorological or mineralogical information, or soil or water samples.",
      "Review and implement environmental technical standards, guidelines, policies, and formal regulations that meet all appropriate requirements.",
      "Provide scientific or technical guidance, support, coordination, or oversight to governmental agencies, environmental programs, industry, or the public.",
      "Process and review environmental permits, licenses, or related materials.",
      "Conduct environmental audits or inspections or investigations of violations.",
      "Provide advice on proper standards and regulations or the development of policies, strategies, or codes of practice for environmental management.",
      "Prepare charts or graphs from data samples, providing summary information on the environmental relevance of the data.",
      "Research sources of pollution to determine their effects on the environment and to develop theories or methods of pollution abatement or control."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21512",
    "onet_soc": "49-3053.00",
    "onet_title": "Outdoor Power Equipment and Other Small Engine Mechanics",
    "match_score": 0.17,
    "tasks": [
      "Record repairs made, time spent, and parts used.",
      "Test and inspect engines to determine malfunctions, to locate missing and broken parts, and to verify repairs, using diagnostic instruments.",
      "Dismantle engines, using hand tools, and examine parts for defects.",
      "Repair and maintain gasoline engines used to power equipment such as portable saws, lawn mowers, generators, and compressors.",
      "Adjust points, valves, carburetors, distributors, and spark plug gaps, using feeler gauges.",
      "Repair or replace defective parts such as magnetos, water pumps, gears, pistons, and carburetors, using hand tools.",
      "Perform routine maintenance such as cleaning and oiling parts, honing cylinders, and tuning ignition systems.",
      "Reassemble engines after repair or maintenance work is complete.",
      "Replace motors.",
      "Obtain problem descriptions from customers, and prepare cost estimates for repairs."
    ],
    "technologies": [
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Ideal Computer Systems Ideal OPE",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Land & Sea DYNO-MAX",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "RepairTRAX",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Sale processing software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Smart Equipment Repair",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "VersaDyne small engine test system",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21415",
    "onet_soc": "13-1081.01",
    "onet_title": "Logistics Engineers",
    "match_score": 0.25,
    "tasks": [
      "Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",
      "Develop an understanding of customers' needs and take actions to ensure that such needs are met.",
      "Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.",
      "Develop proposals that include documentation for estimates.",
      "Review logistics performance with customers against targets, benchmarks, and service agreements.",
      "Direct availability and allocation of materials, supplies, and finished products.",
      "Redesign the movement of goods to maximize value and minimize costs.",
      "Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",
      "Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",
      "Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21498",
    "onet_soc": "13-1081.01",
    "onet_title": "Logistics Engineers",
    "match_score": 0.25,
    "tasks": [
      "Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",
      "Develop an understanding of customers' needs and take actions to ensure that such needs are met.",
      "Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.",
      "Develop proposals that include documentation for estimates.",
      "Review logistics performance with customers against targets, benchmarks, and service agreements.",
      "Direct availability and allocation of materials, supplies, and finished products.",
      "Redesign the movement of goods to maximize value and minimize costs.",
      "Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",
      "Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",
      "Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26541",
    "onet_soc": "27-4031.00",
    "onet_title": "Camera Operators, Television, Video, and Film",
    "match_score": 0.3,
    "tasks": [
      "Compose and frame each shot, applying the technical aspects of light, lenses, film, filters, and camera settings to achieve the effects sought by directors.",
      "Operate television or motion picture cameras to record scenes for television broadcasts, advertising, or motion pictures.",
      "Adjust positions and controls of cameras, printers, and related equipment to change focus, exposure, and lighting.",
      "Confer with directors, sound and lighting technicians, electricians, and other crew members to discuss assignments and determine filming sequences, desired effects, camera movements, and lighting requirements.",
      "Operate zoom lenses, changing images according to specifications and rehearsal instructions.",
      "Observe sets or locations for potential problems and to determine filming and lighting requirements.",
      "Set up and perform live shots for broadcast.",
      "Use cameras in any of several different camera mounts, such as stationary, track-mounted, or crane-mounted.",
      "Test, clean, maintain, and repair broadcast equipment, including testing microphones, to ensure proper working condition.",
      "Edit video for broadcast productions, including non-linear editing."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "TikTok",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Dreamweaver",
        "category": "Web page creation and editing software",
        "hot": false
      },
      {
        "name": "Adobe Premiere Pro",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Apple Final Cut Pro",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Apple Final Cut Studio",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Avid Technology audio visual editing software",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "DaVinci Resolve",
        "category": "Video creation and editing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21632",
    "onet_soc": "11-3051.00",
    "onet_title": "Industrial Production Managers",
    "match_score": 0.33,
    "tasks": [
      "Set and monitor product standards, examining samples of raw products or directing testing during processing, to ensure finished products are of prescribed quality.",
      "Direct or coordinate production, processing, distribution, or marketing activities of industrial organizations.",
      "Review processing schedules or production orders to make decisions concerning inventory requirements, staffing requirements, work procedures, or duty assignments, considering budgetary limitations and time constraints.",
      "Review operations and confer with technical or administrative staff to resolve production or processing problems.",
      "Hire, train, evaluate, or discharge staff or resolve personnel grievances.",
      "Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports to detect production problems.",
      "Prepare and maintain production reports or personnel records.",
      "Review plans and confer with research or support staff to develop new products or processes.",
      "Develop budgets or approve expenditures for supplies, materials, or human resources, ensuring that materials, labor, or equipment are used efficiently to meet production targets.",
      "Maintain current knowledge of the quality control field, relying on current literature pertaining to materials use, technological advances, or statistical studies."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Active Server Pages ASP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21412",
    "onet_soc": "13-1081.01",
    "onet_title": "Logistics Engineers",
    "match_score": 0.25,
    "tasks": [
      "Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",
      "Develop an understanding of customers' needs and take actions to ensure that such needs are met.",
      "Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.",
      "Develop proposals that include documentation for estimates.",
      "Review logistics performance with customers against targets, benchmarks, and service agreements.",
      "Direct availability and allocation of materials, supplies, and finished products.",
      "Redesign the movement of goods to maximize value and minimize costs.",
      "Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",
      "Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",
      "Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "22128",
    "onet_soc": "29-1223.00",
    "onet_title": "Psychiatrists",
    "match_score": 1,
    "tasks": [
      "Prescribe, direct, or administer psychotherapeutic treatments or medications to treat mental, emotional, or behavioral disorders.",
      "Gather and maintain patient information and records, including social or medical history obtained from patients, relatives, or other professionals.",
      "Design individualized care plans, using a variety of treatments.",
      "Collaborate with physicians, psychologists, social workers, psychiatric nurses, or other professionals to discuss treatment plans and progress.",
      "Analyze and evaluate patient data or test findings to diagnose nature or extent of mental disorder.",
      "Examine or conduct laboratory or diagnostic tests on patients to provide information on general physical condition or mental disorder.",
      "Counsel outpatients or other patients during office visits.",
      "Advise or inform guardians, relatives, or significant others of patients' conditions or treatment.",
      "Teach, take continuing education classes, attend conferences or seminars, or conduct research and publish findings to increase understanding of mental, emotional, or behavioral states or disorders.",
      "Review and evaluate treatment procedures and outcomes of other psychiatrists or medical professionals."
    ],
    "technologies": [
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "ADL Data Systems OptimumClinicals Electronic Health Record",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Advantage Software Psych Advantage",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Allscripts Sunrise",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Blumenthal Software PBSW24",
        "category": "Time accounting software",
        "hot": false
      },
      {
        "name": "Cerner ProFile",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Computer Assisted Diagnostic Interview CADI software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Electronic medical record EMR software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Epic EpicCare Inpatient Clinical System",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "FifthWalk BillingTracker Pro",
        "category": "Billing and invoicing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "24320",
    "onet_soc": "11-2032.00",
    "onet_title": "Public Relations Managers",
    "match_score": 0.33,
    "tasks": [
      "Assign, supervise, and review the activities of public relations staff.",
      "Confer with labor relations managers to develop internal communications that keep employees informed of company activities.",
      "Design and edit promotional publications, such as brochures.",
      "Develop and maintain the company's corporate image and identity, which includes the use of logos and signage.",
      "Develop, implement, or maintain crisis communication plans.",
      "Direct activities of external agencies, establishments, or departments that develop and implement communication strategies and information programs.",
      "Draft speeches for company executives and arrange interviews and other forms of contact for them.",
      "Establish and maintain effective working relationships with clients, government officials, and media representatives and use these relationships to develop new business opportunities.",
      "Evaluate advertising and promotion programs for compatibility with public relations efforts.",
      "Facilitate consumer relations or the relationship between parts of the company, such as the managers and employees, or different branch offices."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Canva",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21414",
    "onet_soc": "19-4099.01",
    "onet_title": "Quality Control Analysts",
    "match_score": 0.33,
    "tasks": [
      "Conduct routine and non-routine analyses of in-process materials, raw materials, environmental samples, finished goods, or stability samples.",
      "Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.",
      "Calibrate, validate, or maintain laboratory equipment.",
      "Ensure that lab cleanliness and safety standards are maintained.",
      "Perform visual inspections of finished products.",
      "Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms.",
      "Compile laboratory test data and perform appropriate analyses.",
      "Identify and troubleshoot equipment problems.",
      "Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses.",
      "Investigate or report questionable test results."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21494",
    "onet_soc": "17-1022.01",
    "onet_title": "Geodetic Surveyors",
    "match_score": 0.25,
    "tasks": [
      "Direct or conduct surveys to establish legal boundaries for properties, based on legal deeds and titles.",
      "Prepare and maintain sketches, maps, reports, and legal descriptions of surveys to describe, certify, and assume liability for work performed.",
      "Write descriptions of property boundary surveys for use in deeds, leases, or other legal documents.",
      "Verify the accuracy of survey data, including measurements and calculations conducted at survey sites.",
      "Search legal records, survey records, and land titles to obtain information about property boundaries in areas to be surveyed.",
      "Record the results of surveys, including the shape, contour, location, elevation, and dimensions of land or land features.",
      "Prepare, or supervise preparation of, all data, charts, plots, maps, records, and documents related to surveys.",
      "Compute geodetic measurements and interpret survey data to determine positions, shapes, and elevations of geomorphic and topographic features.",
      "Calculate heights, depths, relative positions, property lines, and other characteristics of terrain.",
      "Plan and conduct ground surveys designed to establish baselines, elevations, and other geodetic measurements."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "22694",
    "onet_soc": "29-1124.00",
    "onet_title": "Radiation Therapists",
    "match_score": 0.5,
    "tasks": [
      "Position patients for treatment with accuracy, according to prescription.",
      "Administer prescribed doses of radiation to specific body parts, using radiation therapy equipment according to established practices and standards.",
      "Follow principles of radiation protection for patient, self, and others.",
      "Review prescription, diagnosis, patient chart, and identification.",
      "Conduct most treatment sessions independently, in accordance with the long-term treatment plan and under the general direction of the patient's physician.",
      "Enter data into computer and set controls to operate or adjust equipment or regulate dosage.",
      "Check radiation therapy equipment to ensure proper operation.",
      "Observe and reassure patients during treatment and report unusual reactions to physician or turn equipment off if unexpected adverse reactions occur.",
      "Educate, prepare, and reassure patients and their families by answering questions, providing physical assistance, and reinforcing physicians' advice regarding treatment reactions or post-treatment care.",
      "Maintain records, reports, or files as required, including such information as radiation dosages, equipment settings, or patients' reactions."
    ],
    "technologies": [
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Beam analysis software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dose unit calculation software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Electronic medical record EMR software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Image processing software",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Lifeline Software RadCalc",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Nucletron planning systems",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Patient management software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Procedure scheduling software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Radiation dose calculation software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "22200",
    "onet_soc": "29-1141.00",
    "onet_title": "Registered Nurses",
    "match_score": 0.5,
    "tasks": [
      "Record patients' medical information and vital signs.",
      "Administer medications to patients and monitor patients for reactions or side effects.",
      "Maintain accurate, detailed reports and records.",
      "Monitor, record, and report symptoms or changes in patients' conditions.",
      "Provide health care, first aid, immunizations, or assistance in convalescence or rehabilitation in locations such as schools, hospitals, or industry.",
      "Consult and coordinate with healthcare team members to assess, plan, implement, or evaluate patient care plans.",
      "Direct or supervise less-skilled nursing or healthcare personnel or supervise a particular unit.",
      "Monitor all aspects of patient care, including diet and physical activity.",
      "Instruct individuals, families, or other groups on topics such as health education, disease prevention, or childbirth and develop health improvement programs.",
      "Modify patient treatment plans as indicated by patients' responses and conditions."
    ],
    "technologies": [
      {
        "name": "Apache Spark",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Henry Schein Dentrix",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Kronos Workforce Timekeeper",
        "category": "Time accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Teams",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24291",
    "onet_soc": "19-3022.00",
    "onet_title": "Survey Researchers",
    "match_score": 0.25,
    "tasks": [
      "Conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.",
      "Prepare and present summaries and analyses of survey data, including tables, graphs, and fact sheets that describe survey techniques and results.",
      "Consult with clients to identify survey needs and specific requirements, such as special samples.",
      "Determine and specify details of survey projects, including sources of information, procedures to be used, and the design of survey instruments and materials.",
      "Support, plan, and coordinate operations for single or multiple surveys.",
      "Monitor and evaluate survey progress and performance, using sample disposition reports and response rate calculations.",
      "Collaborate with other researchers in the planning, implementation, and evaluation of surveys.",
      "Conduct research to gather information about survey topics.",
      "Direct and review the work of staff members, including survey support staff and interviewers who gather survey data.",
      "Direct updates and changes in survey implementation and methods."
    ],
    "technologies": [
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Active Server Pages ASP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Teams",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Perl",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24315",
    "onet_soc": "13-2081.00",
    "onet_title": "Tax Examiners and Collectors, and Revenue Agents",
    "match_score": 0.1,
    "tasks": [
      "Send notices to taxpayers when accounts are delinquent.",
      "Confer with taxpayers or their representatives to discuss the issues, laws, and regulations involved in returns, and to resolve problems with returns.",
      "Notify taxpayers of any overpayment or underpayment, and either issue a refund or request further payment.",
      "Maintain records for each case, including contacts, telephone numbers, and actions taken.",
      "Contact taxpayers by mail or telephone to address discrepancies and to request supporting documentation.",
      "Answer questions from taxpayers and assist them in completing tax forms.",
      "Collect taxes from individuals or businesses according to prescribed laws and regulations.",
      "Determine appropriate methods of debt settlement, such as offers of compromise, wage garnishment, or seizure and sale of property.",
      "Check tax forms to verify that names and taxpayer identification numbers are correct, that computations have been performed correctly, or that amounts match those on supporting documentation.",
      "Examine and analyze tax assets and liabilities to determine resolution of delinquent tax problems."
    ],
    "technologies": [
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "ADP Workforce Now",
        "category": "Human resources software",
        "hot": false
      },
      {
        "name": "Automated tax system software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Fund accounting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Image processing systems",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Intuit TurboTax",
        "category": "Tax preparation software",
        "hot": false
      },
      {
        "name": "Online databases",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Optical character recognition OCR software",
        "category": "Optical character reader OCR or scanning software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21475",
    "onet_soc": "13-1081.01",
    "onet_title": "Logistics Engineers",
    "match_score": 0.25,
    "tasks": [
      "Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",
      "Develop an understanding of customers' needs and take actions to ensure that such needs are met.",
      "Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.",
      "Develop proposals that include documentation for estimates.",
      "Review logistics performance with customers against targets, benchmarks, and service agreements.",
      "Direct availability and allocation of materials, supplies, and finished products.",
      "Redesign the movement of goods to maximize value and minimize costs.",
      "Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",
      "Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",
      "Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24334",
    "onet_soc": "41-3031.00",
    "onet_title": "Securities, Commodities, and Financial Services Sales Agents",
    "match_score": 0.17,
    "tasks": [
      "Make bids or offers to buy or sell securities.",
      "Monitor markets or positions.",
      "Agree on buying or selling prices at optimal levels for clients.",
      "Keep accurate records of transactions.",
      "Buy or sell stocks, bonds, commodity futures, foreign currencies, or other securities on behalf of investment dealers.",
      "Complete sales order tickets and submit for processing of client-requested transactions.",
      "Report all positions or trading results.",
      "Interview clients to determine clients' assets, liabilities, cash flow, insurance coverage, tax status, or financial objectives.",
      "Discuss financial options with clients and keep them informed about transactions.",
      "Identify opportunities or develop channels for purchase or sale of securities or commodities."
    ],
    "technologies": [
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "The MathWorks MATLAB",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26374",
    "onet_soc": "19-3034.00",
    "onet_title": "School Psychologists",
    "match_score": 0.25,
    "tasks": [
      "Compile and interpret students' test results, along with information from teachers and parents, to diagnose conditions and to help assess eligibility for special services.",
      "Maintain student records, including special education reports, confidential records, records of services provided, and behavioral data.",
      "Report any pertinent information to the proper authorities in cases of child endangerment, neglect, or abuse.",
      "Select, administer, and score psychological tests.",
      "Interpret test results and prepare psychological reports for teachers, administrators, and parents.",
      "Assess an individual child's needs, limitations, and potential, using observation, review of school records, and consultation with parents and school personnel.",
      "Develop individualized educational plans in collaboration with teachers and other staff members.",
      "Counsel children and families to help solve conflicts and problems in learning and adjustment.",
      "Collect and analyze data to evaluate the effectiveness of academic programs and other services, such as behavioral management systems.",
      "Provide consultation to parents, teachers, administrators, and others on topics such as learning styles and behavior modification techniques."
    ],
    "technologies": [
      {
        "name": "Centris Group IEP Direct",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Centris Group RTIm Direct",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Chalkware Education Solutions IEPPro",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Global Education Technologies EXCENT",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Instructional software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "MediaNet Solutions e-IEP PRO",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Oasys structural design and analysis software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "PowerSchool Group PowerSchool SIS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Psychsoft !Observe",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Smart Solutions IEP Anywhere",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Spectrum K12 School Solutions Encore",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "SpED Forms",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "26412",
    "onet_soc": "27-3043.00",
    "onet_title": "Writers and Authors",
    "match_score": 0.26,
    "tasks": [
      "Develop advertising campaigns for a wide range of clients, working with an advertising agency's creative director and art director to determine the best way to present advertising information.",
      "Vary language and tone of messages based on product and medium.",
      "Present drafts and ideas to clients.",
      "Discuss with the client the product, advertising themes and methods, and any changes that should be made in advertising copy.",
      "Review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products.",
      "Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.",
      "Conduct research and interviews to determine which of a product's selling features should be promoted.",
      "Invent names for products and write the slogans that appear on packaging, brochures and other promotional material.",
      "Collaborate with other writers on specific projects.",
      "Conduct research to obtain factual information and authentic detail, using sources such as newspaper accounts, diaries, and interviews."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Asana",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      },
      {
        "name": "Canva",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Figma",
        "category": "Graphical user interface development software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24151",
    "onet_soc": "13-1041.08",
    "onet_title": "Customs Brokers",
    "match_score": 0.25,
    "tasks": [
      "Warn violators of infractions or penalties.",
      "Evaluate applications, records, or documents to gather information about eligibility or liability issues.",
      "Advise licensees or other individuals or groups concerning licensing, permit, or passport regulations.",
      "Prepare reports of activities, evaluations, recommendations, or decisions.",
      "Report law or regulation violations to appropriate boards or agencies.",
      "Confer with or interview officials, technical or professional specialists, or applicants to obtain information or to clarify facts relevant to licensing decisions.",
      "Issue licenses to individuals meeting standards.",
      "Collect fees for licenses.",
      "Administer oral, written, road, or flight tests to license applicants.",
      "Visit establishments to verify that valid licenses or permits are displayed and that licensing standards are being upheld."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apple iOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Google Android",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24141",
    "onet_soc": "39-3011.00",
    "onet_title": "Gambling Dealers",
    "match_score": 0.25,
    "tasks": [
      "Pay winnings or collect losing bets as established by the rules and procedures of a specific game.",
      "Greet customers and make them feel welcome.",
      "Exchange paper currency for playing chips or coin money.",
      "Check to ensure that all players have placed bets before play begins.",
      "Inspect cards and equipment to be used in games to ensure that they are in good condition.",
      "Deal cards to house hands, and compare these with players' hands to determine winners, as in black jack.",
      "Stand behind a gaming table and deal the appropriate number of cards to each player.",
      "Apply rule variations to card games such as poker, in which players bet on the value of their hands.",
      "Receive, verify, and record patrons' cash wagers.",
      "Conduct gambling games, such as dice, roulette, cards, or keno, following all applicable rules and regulations."
    ],
    "technologies": [
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Spark",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Slack",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "25243",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21523",
    "onet_soc": "13-1081.01",
    "onet_title": "Logistics Engineers",
    "match_score": 0.25,
    "tasks": [
      "Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",
      "Develop an understanding of customers' needs and take actions to ensure that such needs are met.",
      "Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.",
      "Develop proposals that include documentation for estimates.",
      "Review logistics performance with customers against targets, benchmarks, and service agreements.",
      "Direct availability and allocation of materials, supplies, and finished products.",
      "Redesign the movement of goods to maximize value and minimize costs.",
      "Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",
      "Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",
      "Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21670",
    "onet_soc": "27-1022.00",
    "onet_title": "Fashion Designers",
    "match_score": 0.25,
    "tasks": [
      "Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.",
      "Examine sample garments on and off models, modifying designs to achieve desired effects.",
      "Confer with sales and management executives or with clients to discuss design ideas.",
      "Select materials and production techniques to be used for products.",
      "Provide sample garments to agents and sales representatives, and arrange for showings of sample garments at sales meetings or fashion shows.",
      "Direct and coordinate workers involved in drawing and cutting patterns and constructing samples or finished garments.",
      "Identify target markets for designs, looking at factors such as age, gender, and socioeconomic status.",
      "Collaborate with other designers to coordinate special products and designs.",
      "Attend fashion shows and review garment magazines and manuals to gather information about fashion trends and consumer preferences.",
      "Purchase new or used clothing and accessory items as needed to complete designs."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Trimble SketchUp Pro",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Design Suite",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Autodesk SketchBook Pro",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "C-DESIGN Fashion",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "CLO Virtual Fashion Marvelous Designer",
        "category": "Computer aided design CAD software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "24362",
    "onet_soc": "13-1041.08",
    "onet_title": "Customs Brokers",
    "match_score": 0.25,
    "tasks": [
      "Warn violators of infractions or penalties.",
      "Evaluate applications, records, or documents to gather information about eligibility or liability issues.",
      "Advise licensees or other individuals or groups concerning licensing, permit, or passport regulations.",
      "Prepare reports of activities, evaluations, recommendations, or decisions.",
      "Report law or regulation violations to appropriate boards or agencies.",
      "Confer with or interview officials, technical or professional specialists, or applicants to obtain information or to clarify facts relevant to licensing decisions.",
      "Issue licenses to individuals meeting standards.",
      "Collect fees for licenses.",
      "Administer oral, written, road, or flight tests to license applicants.",
      "Visit establishments to verify that valid licenses or permits are displayed and that licensing standards are being upheld."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apple iOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Google Android",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24353",
    "onet_soc": "53-5031.00",
    "onet_title": "Ship Engineers",
    "match_score": 0.25,
    "tasks": [
      "Monitor engine, machinery, or equipment indicators when vessels are underway, and report abnormalities to appropriate shipboard staff.",
      "Monitor the availability, use, or condition of lifesaving equipment or pollution preventatives to ensure that international regulations are followed.",
      "Monitor and test operations of engines or other equipment so that malfunctions and their causes can be identified.",
      "Start engines to propel ships, and regulate engines and power transmissions to control speeds of ships, according to directions from captains or bridge computers.",
      "Perform or participate in emergency drills, as required.",
      "Perform general marine vessel maintenance or repair work, such as repairing leaks, finishing interiors, refueling, or maintaining decks.",
      "Maintain or repair engines, electric motors, pumps, winches, or other mechanical or electrical equipment, or assist other crew members with maintenance or repair duties.",
      "Maintain complete records of engineering department activities, including machine operations.",
      "Operate or maintain off-loading liquid pumps or valves.",
      "Maintain electrical power, heating, ventilation, refrigeration, water, or sewerage systems."
    ],
    "technologies": [
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Computer aided dispatch software",
        "category": "Helpdesk or call center software",
        "hot": false
      },
      {
        "name": "Computerized maintenance management system CMMS",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Customer relationship management CRM software",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Damen DAMOS",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Electronic data interchange EDI software",
        "category": "Enterprise application integration software",
        "hot": false
      },
      {
        "name": "Enterprise resource planning ERP software",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "26322",
    "onet_soc": "19-4061.00",
    "onet_title": "Social Science Research Assistants",
    "match_score": 0.5,
    "tasks": [
      "Design and create special programs for tasks such as statistical analysis and data entry and cleaning.",
      "Provide assistance with the preparation of project-related reports, manuscripts, and presentations.",
      "Prepare tables, graphs, fact sheets, and written reports summarizing research results.",
      "Perform descriptive and multivariate statistical analyses of data, using computer software.",
      "Verify the accuracy and validity of data entered in databases, correcting any errors.",
      "Develop and implement research quality control procedures.",
      "Prepare, manipulate, and manage extensive databases.",
      "Perform data entry and other clerical work as required for project completion.",
      "Conduct internet-based and library research.",
      "Present research findings to groups of people."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Perl",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26351",
    "onet_soc": "21-1029.00",
    "onet_title": "Social Workers, All Other",
    "match_score": 0.25,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "25121",
    "onet_soc": "15-1252.00",
    "onet_title": "Software Developers",
    "match_score": 0.5,
    "tasks": [
      "Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.",
      "Develop or direct software system testing or validation procedures, programming, or documentation.",
      "Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.",
      "Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.",
      "Prepare reports or correspondence concerning project specifications, activities, or status.",
      "Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.",
      "Store, retrieve, and manipulate data for analysis of system capabilities and requirements.",
      "Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.",
      "Determine system performance standards.",
      "Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "22662",
    "onet_soc": "29-1122.00",
    "onet_title": "Occupational Therapists",
    "match_score": 0.25,
    "tasks": [
      "Test and evaluate patients' physical and mental abilities and analyze medical data to determine realistic rehabilitation goals for patients.",
      "Complete and maintain necessary records.",
      "Plan, organize, and conduct occupational therapy programs in hospital, institutional, or community settings to help rehabilitate persons with disabilities because of illness, injury or psychological or developmental problems.",
      "Plan and implement programs and social activities to help patients learn work or school skills and adjust to handicaps.",
      "Select activities that will help individuals learn work and life-management skills within limits of their mental or physical capabilities.",
      "Evaluate patients' progress and prepare reports that detail progress.",
      "Train caregivers in providing for the needs of a patient during and after therapy.",
      "Lay out materials such as puzzles, scissors and eating utensils for use in therapy, and clean and repair these tools after therapy sessions.",
      "Consult with rehabilitation team to select activity programs or coordinate occupational therapy with other therapeutic activities.",
      "Design and create, or requisition, special supplies and equipment, such as splints, braces, and computer-aided adaptive equipment."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Ruby",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Workday software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21231",
    "onet_soc": "13-1081.02",
    "onet_title": "Logistics Analysts",
    "match_score": 0.25,
    "tasks": [
      "Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",
      "Develop an understanding of customers' needs and take actions to ensure that such needs are met.",
      "Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.",
      "Develop proposals that include documentation for estimates.",
      "Review logistics performance with customers against targets, benchmarks, and service agreements.",
      "Direct availability and allocation of materials, supplies, and finished products.",
      "Redesign the movement of goods to maximize value and minimize costs.",
      "Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",
      "Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",
      "Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "21221",
    "onet_soc": "15-2041.00",
    "onet_title": "Statisticians",
    "match_score": 0.16,
    "tasks": [
      "Analyze and interpret statistical data to identify significant differences in relationships among sources of information.",
      "Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.",
      "Report results of statistical analyses, including information in the form of graphs, charts, and tables.",
      "Determine whether statistical methods are appropriate, based on user needs or research questions of interest.",
      "Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.",
      "Develop and test experimental designs, sampling techniques, and analytical methods.",
      "Identify relationships and trends in data, as well as any factors that could affect the results of research.",
      "Present statistical and nonstatistical results, using charts, bullets, and graphs, in meetings or conferences to audiences such as clients, peers, and students.",
      "Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.",
      "Adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Spark",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Bash",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "IBM DB2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "25111",
    "onet_soc": "15-1211.00",
    "onet_title": "Computer Systems Analysts",
    "match_score": 0.33,
    "tasks": [
      "Troubleshoot program and system malfunctions to restore normal functioning.",
      "Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.",
      "Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",
      "Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",
      "Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.",
      "Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",
      "Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",
      "Consult with management to ensure agreement on system principles.",
      "Specify inputs accessed by the system and plan the distribution and use of the results.",
      "Expand or modify system to serve new purposes or improve work flow."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24113",
    "onet_soc": "13-2011.00",
    "onet_title": "Accountants and Auditors",
    "match_score": 0.26,
    "tasks": [
      "Prepare detailed reports on audit findings.",
      "Report to management about asset utilization and audit results, and recommend changes in operations and financial activities.",
      "Collect and analyze data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws, regulations, and management policies.",
      "Inspect account books and accounting systems for efficiency, effectiveness, and use of accepted accounting procedures to record transactions.",
      "Supervise auditing of establishments, and determine scope of investigation required.",
      "Confer with company officials about financial and regulatory matters.",
      "Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",
      "Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate.",
      "Examine records and interview workers to ensure recording of transactions and compliance with laws and regulations.",
      "Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards."
    ],
    "technologies": [
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic for Applications VBA",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "23103",
    "onet_soc": "25-9044.00",
    "onet_title": "Teaching Assistants, Postsecondary",
    "match_score": 0.25,
    "tasks": [
      "Teach undergraduate-level courses.",
      "Evaluate and grade examinations, assignments, or papers, and record grades.",
      "Lead discussion sections, tutorials, or laboratory sections.",
      "Develop teaching materials, such as syllabi, visual aids, answer keys, supplementary notes, or course Web sites.",
      "Inform students of the procedures for completing and submitting class work, such as lab reports.",
      "Return assignments to students in accordance with established deadlines.",
      "Prepare or proctor examinations.",
      "Tutor or mentor students who need additional instruction.",
      "Meet with supervisors to discuss students' grades or to complete required grade-related paperwork.",
      "Schedule and maintain regular office hours to meet with students."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Structured query language SQL",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Blackboard Learn",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Course management system software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Desire2Learn LMS software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "DOC Cop",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Image scanning software",
        "category": "Optical character reader OCR or scanning software",
        "hot": false
      },
      {
        "name": "iParadigms Turnitin",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Learning management system LMS",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Sakai CLE",
        "category": "Computer based training software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "24331",
    "onet_soc": "41-4011.00",
    "onet_title": "Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",
    "match_score": 0.14,
    "tasks": [
      "Negotiate prices or terms of sales or service agreements.",
      "Prepare and submit sales contracts for orders.",
      "Visit establishments to evaluate needs or to promote product or service sales.",
      "Maintain customer records, using automated systems.",
      "Answer customers' questions about products, prices, availability, or credit terms.",
      "Quote prices, credit terms, or other bid specifications.",
      "Contact new or existing customers to discuss how specific products or services can meet their needs.",
      "Emphasize product features, based on analyses of customers' needs and on technical knowledge of product capabilities and limitations.",
      "Compute customer's installation or production costs and estimate savings from new services, products, or equipment.",
      "Select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "26414",
    "onet_soc": "27-3042.00",
    "onet_title": "Technical Writers",
    "match_score": 0.5,
    "tasks": [
      "Organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.",
      "Maintain records and files of work and revisions.",
      "Edit, standardize, or make changes to material prepared by other writers or establishment personnel.",
      "Select photographs, drawings, sketches, diagrams, and charts to illustrate material.",
      "Interview production and engineering personnel and read journals and other material to become familiar with product technologies and production methods.",
      "Develop or maintain online help documentation.",
      "Assist in laying out material for publication.",
      "Study drawings, specifications, mockups, and product samples to integrate and delineate technology, operating procedure, and production sequence and detail.",
      "Arrange for typing, duplication, and distribution of material.",
      "Observe production, developmental, and experimental activities to determine operating procedure and detail."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Cascading style sheets CSS",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "GitHub",
        "category": "Application server software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "23300",
    "onet_soc": "25-1194.00",
    "onet_title": "Career/Technical Education Teachers, Postsecondary",
    "match_score": 0.3,
    "tasks": [
      "Observe and evaluate students' work to determine progress, provide feedback, and make suggestions for improvement.",
      "Present lectures and conduct discussions to increase students' knowledge and competence using visual aids, such as graphs, charts, videotapes, and slides.",
      "Supervise and monitor students' use of tools and equipment.",
      "Administer oral, written, or performance tests to measure progress and to evaluate training effectiveness.",
      "Provide individualized instruction and tutorial or remedial instruction.",
      "Prepare reports and maintain records, such as student grades, attendance rolls, and training activity details.",
      "Develop curricula and plan course content and methods of instruction.",
      "Determine training needs of students or workers.",
      "Supervise independent or group projects, field placements, laboratory work, or other training.",
      "Integrate academic and vocational curricula so that students can obtain a variety of skills."
    ],
    "technologies": [
      {
        "name": "Blackboard Learn",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Blackboard software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Career management systems CMS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Common Curriculum",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Course management system software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Desire2Learn LMS software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "DOC Cop",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Edmodo",
        "category": "Desktop communications software",
        "hot": false
      },
      {
        "name": "Google Classroom",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Image scanning software",
        "category": "Optical character reader OCR or scanning software",
        "hot": false
      },
      {
        "name": "iParadigms Turnitin",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Learning management system LMS",
        "category": "Computer based training software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "21532",
    "onet_soc": "15-1241.01",
    "onet_title": "Telecommunications Engineering Specialists",
    "match_score": 0.33,
    "tasks": [
      "Develop disaster recovery plans.",
      "Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.",
      "Develop and implement solutions for network problems.",
      "Maintain networks by performing activities such as file addition, deletion, or backup.",
      "Coordinate network operations, maintenance, repairs, or upgrades.",
      "Coordinate installation of new equipment.",
      "Monitor and analyze network performance and reports on data input or output to detect problems, identify inefficient use of computer resources, or perform capacity planning.",
      "Develop network-related documentation.",
      "Develop and write procedures for installation, use, or troubleshooting of communications hardware or software.",
      "Participate in network technology upgrade or expansion projects, including installation of hardware and software and integration testing."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24361",
    "onet_soc": "13-1041.08",
    "onet_title": "Customs Brokers",
    "match_score": 0.25,
    "tasks": [
      "Warn violators of infractions or penalties.",
      "Evaluate applications, records, or documents to gather information about eligibility or liability issues.",
      "Advise licensees or other individuals or groups concerning licensing, permit, or passport regulations.",
      "Prepare reports of activities, evaluations, recommendations, or decisions.",
      "Report law or regulation violations to appropriate boards or agencies.",
      "Confer with or interview officials, technical or professional specialists, or applicants to obtain information or to clarify facts relevant to licensing decisions.",
      "Issue licenses to individuals meeting standards.",
      "Collect fees for licenses.",
      "Administer oral, written, road, or flight tests to license applicants.",
      "Visit establishments to verify that valid licenses or permits are displayed and that licensing standards are being upheld."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apple iOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Google Android",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "22301",
    "onet_soc": "29-1214.00",
    "onet_title": "Emergency Medicine Physicians",
    "match_score": 0.17,
    "tasks": [
      "Select, request, perform, or interpret diagnostic procedures, such as laboratory tests, electrocardiograms, emergency ultrasounds, and radiographs.",
      "Evaluate patients' vital signs or laboratory data to determine emergency intervention needs and priority of treatment.",
      "Perform emergency resuscitations on patients.",
      "Stabilize patients in critical condition.",
      "Perform such medical procedures as emergent cricothyrotomy, endotracheal intubation, and emergency thoracotomy.",
      "Analyze records, examination information, or test results to diagnose medical conditions.",
      "Consult with hospitalists and other professionals, such as social workers, regarding patients' hospital admission, continued observation, transition of care, or discharge.",
      "Conduct primary patient assessments that include information from prior medical care.",
      "Communicate likely outcomes of medical diseases or traumatic conditions to patients or their representatives.",
      "Monitor patients' conditions, and reevaluate treatments, as necessary."
    ],
    "technologies": [
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "24240",
    "onet_soc": "11-3131.00",
    "onet_title": "Training and Development Managers",
    "match_score": 0.33,
    "tasks": [
      "Analyze training needs to develop new training programs or modify and improve existing programs.",
      "Evaluate instructor performance and the effectiveness of training programs, providing recommendations for improvement.",
      "Plan, develop, and provide training and staff development programs, using knowledge of the effectiveness of methods such as classroom training, demonstrations, on-the-job training, meetings, conferences, and workshops.",
      "Confer with management and conduct surveys to identify training needs based on projected production processes, changes, and other factors.",
      "Conduct orientation sessions and arrange on-the-job training for new hires.",
      "Train instructors and supervisors in techniques and skills for training and dealing with employees.",
      "Develop and organize training manuals, multimedia visual aids, and other educational materials.",
      "Prepare training budget for department or organization.",
      "Develop testing and evaluation procedures.",
      "Conduct or arrange for ongoing technical training and personal development classes for staff members."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Adobe ActionScript",
        "category": "Development environment software",
        "hot": false
      },
      {
        "name": "Adobe Captivate",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Adobe Dreamweaver",
        "category": "Web page creation and editing software",
        "hot": false
      },
      {
        "name": "Adobe Presenter",
        "category": "Computer based training software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "26431",
    "onet_soc": "27-3091.00",
    "onet_title": "Interpreters and Translators",
    "match_score": 0.25,
    "tasks": [
      "Follow ethical codes that protect the confidentiality of information.",
      "Translate messages simultaneously or consecutively into specified languages, orally or by using hand signs, maintaining message content, context, and style as much as possible.",
      "Listen to speakers' statements to determine meanings and to prepare translations, using electronic listening systems as necessary.",
      "Compile terminology and information to be used in translations, including technical terms such as those for legal or medical material.",
      "Refer to reference materials, such as dictionaries, lexicons, encyclopedias, and computerized terminology banks, as needed to ensure translation accuracy.",
      "Check translations of technical terms and terminology to ensure that they are accurate and remain consistent throughout translation revisions.",
      "Identify and resolve conflicts related to the meanings of words, concepts, practices, or behaviors.",
      "Compile information on content and context of information to be translated and on intended audience.",
      "Adapt translations to students' cognitive and grade levels, collaborating with educational team members as necessary.",
      "Check original texts or confer with authors to ensure that translations retain the content, meaning, and feeling of the original material."
    ],
    "technologies": [
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "AceTools.biz Ace Translator",
        "category": "Foreign language software",
        "hot": false
      },
      {
        "name": "Adapt It",
        "category": "Foreign language software",
        "hot": false
      },
      {
        "name": "AmoK Translator",
        "category": "Foreign language software",
        "hot": false
      },
      {
        "name": "Ashkon Translation Pad",
        "category": "Foreign language software",
        "hot": false
      },
      {
        "name": "Babylon Online Translator",
        "category": "Foreign language software",
        "hot": false
      },
      {
        "name": "DocTranslate",
        "category": "Foreign language software",
        "hot": false
      },
      {
        "name": "Electronic dictionaries",
        "category": "Dictionary software",
        "hot": false
      },
      {
        "name": "ExcelTrans Translator",
        "category": "Foreign language software",
        "hot": false
      },
      {
        "name": "Extensible hypertext markup language XHTML",
        "category": "Web platform development software",
        "hot": false
      },
      {
        "name": "Google Translate Client",
        "category": "Foreign language software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "24134",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "23101",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "21641",
    "onet_soc": "19-3051.00",
    "onet_title": "Urban and Regional Planners",
    "match_score": 0.33,
    "tasks": [
      "Design, promote, or administer government plans or policies affecting land use, zoning, public utilities, community facilities, housing, or transportation.",
      "Advise planning officials on project feasibility, cost-effectiveness, regulatory conformance, or possible alternatives.",
      "Create, prepare, or requisition graphic or narrative reports on land use data, including land area maps overlaid with geographic variables, such as population density.",
      "Hold public meetings with government officials, social scientists, lawyers, developers, the public, or special interest groups to formulate, develop, or address issues regarding land use or community plans.",
      "Mediate community disputes or assist in developing alternative plans or recommendations for programs or projects.",
      "Recommend approval, denial, or conditional approval of proposals.",
      "Conduct field investigations, surveys, impact studies, or other research to compile and analyze data on economic, social, regulatory, or physical factors affecting land use.",
      "Evaluate proposals for infrastructure projects or other development for environmental impact or sustainability.",
      "Discuss with planning officials the purpose of land use projects, such as transportation, conservation, residential, commercial, industrial, or community use.",
      "Keep informed about economic or legal issues involved in zoning codes, building codes, or environmental regulations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "22138",
    "onet_soc": "29-1249.00",
    "onet_title": "Surgeons, All Other",
    "match_score": 1,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "22500",
    "onet_soc": "29-1131.00",
    "onet_title": "Veterinarians",
    "match_score": 0.16,
    "tasks": [
      "Treat sick or injured animals by prescribing medication, setting bones, dressing wounds, or performing surgery.",
      "Inoculate animals against various diseases, such as rabies or distemper.",
      "Examine animals to detect and determine the nature of diseases or injuries.",
      "Collect body tissue, feces, blood, urine, or other body fluids for examination and analysis.",
      "Operate diagnostic equipment, such as radiographic or ultrasound equipment, and interpret the resulting images.",
      "Educate the public about diseases that can be spread from animals to humans.",
      "Counsel clients about the deaths of their pets or about euthanasia decisions for their pets.",
      "Advise animal owners regarding sanitary measures, feeding, general care, medical conditions, or treatment options.",
      "Euthanize animals.",
      "Attend lectures, conferences, or continuing education courses."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "American Data Systems PAWS Veterinary Practice Management",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Complete Clinic",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Eklin Information Systems VIA",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Henry Schein ImproMed",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "IDEXX Laboratories IDEXX Cornerstone",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "IDEXX Laboratories IDEXX VPM",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ImproMed Infinity",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "InformaVet ALIS-VET",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "IntraVet",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Mobile Data Software VetInfo",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Sneakers Software DVMax Practice",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "25122",
    "onet_soc": "15-1254.00",
    "onet_title": "Web Developers",
    "match_score": 0.5,
    "tasks": [
      "Write supporting code for Web applications or Web sites.",
      "Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",
      "Back up files from Web sites to local directories for instant recovery in case of problems.",
      "Select programming languages, design tools, or applications.",
      "Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.",
      "Develop databases that support Web applications and Web sites.",
      "Perform Web site tests according to planned schedules, or after any Web site or product revision.",
      "Perform or direct Web site updates.",
      "Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.",
      "Analyze user needs to determine technical requirements."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "33392",
    "onet_soc": "41-3011.00",
    "onet_title": "Advertising Sales Agents",
    "match_score": 0.33,
    "tasks": [
      "Prepare and deliver sales presentations to new and existing customers to sell new advertising programs and to protect and increase existing advertising.",
      "Maintain assigned account bases while developing new accounts.",
      "Provide clients with estimates of the costs of advertising products or services.",
      "Locate and contact potential clients to offer advertising services.",
      "Explain to customers how specific types of advertising will help promote their products or services in the most effective way possible.",
      "Obtain and study information about clients' products, needs, problems, advertising history, and business practices to offer effective sales presentations and appropriate product assistance.",
      "Prepare promotional plans, sales literature, media kits, and sales contracts, using computer.",
      "Process all correspondence and paperwork related to accounts.",
      "Draw up contracts for advertising work, and collect payments due.",
      "Deliver advertising or illustration proofs to customers for approval."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Canva",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "WordPress",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Customer relationship management CRM software",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "FileMaker Pro",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "31211",
    "onet_soc": "11-9041.00",
    "onet_title": "Architectural and Engineering Managers",
    "match_score": 0.17,
    "tasks": [
      "Manage the coordination and overall integration of technical activities in architecture or engineering projects.",
      "Direct, review, or approve project design changes.",
      "Consult or negotiate with clients to prepare project specifications.",
      "Prepare budgets, bids, or contracts.",
      "Present and explain proposals, reports, or findings to clients.",
      "Confer with management, production, or marketing staff to discuss project specifications or procedures.",
      "Assess project feasibility by analyzing technology, resource needs, or market demand.",
      "Review, recommend, or approve contracts or cost estimates.",
      "Develop or implement policies, standards, or procedures for engineering and technical work.",
      "Establish scientific or technical goals within broad outlines provided by top management."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apache Maven",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "33222",
    "onet_soc": "41-3031.00",
    "onet_title": "Securities, Commodities, and Financial Services Sales Agents",
    "match_score": 0.17,
    "tasks": [
      "Make bids or offers to buy or sell securities.",
      "Monitor markets or positions.",
      "Agree on buying or selling prices at optimal levels for clients.",
      "Keep accurate records of transactions.",
      "Buy or sell stocks, bonds, commodity futures, foreign currencies, or other securities on behalf of investment dealers.",
      "Complete sales order tickets and submit for processing of client-requested transactions.",
      "Report all positions or trading results.",
      "Interview clients to determine clients' assets, liabilities, cash flow, insurance coverage, tax status, or financial objectives.",
      "Discuss financial options with clients and keep them informed about transactions.",
      "Identify opportunities or develop channels for purchase or sale of securities or commodities."
    ],
    "technologies": [
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "The MathWorks MATLAB",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31594",
    "onet_soc": "43-5011.00",
    "onet_title": "Cargo and Freight Agents",
    "match_score": 0.17,
    "tasks": [
      "Negotiate and arrange transport of goods with shipping or freight companies.",
      "Determine method of shipment and prepare bills of lading, invoices, and other shipping documents.",
      "Track delivery progress of shipments.",
      "Advise clients on transportation and payment methods.",
      "Estimate freight or postal rates and record shipment costs and weights.",
      "Keep records of all goods shipped, received, and stored.",
      "Notify consignees, passengers, or customers of freight or baggage arrival and arrange for delivery.",
      "Retrieve stored items and trace lost shipments as necessary.",
      "Enter shipping information into a computer by hand or by a hand-held scanner that reads bar codes on goods.",
      "Prepare manifests showing numbers of airplane passengers and baggage, mail, and freight weights, transmitting data to destinations."
    ],
    "technologies": [
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "AESDirect",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Arcline ArcFreight",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      },
      {
        "name": "Brokerage software",
        "category": "Procurement software",
        "hot": false
      },
      {
        "name": "CargoWise ediEnterprise",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      },
      {
        "name": "CEDAS Gateway",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "IES Ecellerate",
        "category": "Compliance software",
        "hot": false
      },
      {
        "name": "Kewill Global Trade and Logistics",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      },
      {
        "name": "Manufacturing resource planning MRP software",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Operating system software",
        "category": "Operating system software",
        "hot": false
      },
      {
        "name": "Oracle JD Edwards EnterpriseOne",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "33611",
    "onet_soc": "49-2093.00",
    "onet_title": "Electrical and Electronics Installers and Repairers, Transportation Equipment",
    "match_score": 0.17,
    "tasks": [
      "Inspect and test electrical systems and equipment to locate and diagnose malfunctions, using visual inspections, testing devices, and computer software.",
      "Reassemble and test equipment after repairs.",
      "Adjust, repair, or replace defective wiring and relays in ignition, lighting, air-conditioning, and safety control systems, using electrician's tools.",
      "Splice wires with knives or cutting pliers, and solder connections to fixtures, outlets, and equipment.",
      "Locate and remove or repair circuit defects such as blown fuses or malfunctioning transistors.",
      "Maintain equipment service records.",
      "Refer to schematics and manufacturers' specifications that show connections and provide instructions on how to locate problems.",
      "Install fixtures, outlets, terminal boards, switches, and wall boxes, using hand tools.",
      "Install new fuses, electrical cables, or power sources as required.",
      "Cut openings and drill holes for fixtures, outlet boxes, and fuse holders, using electric drills and routers."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Trimble SketchUp Pro",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Fluke Corporation FlukeView Forms",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Megger PowerDB",
        "category": "Compliance software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "31571",
    "onet_soc": "17-2051.01",
    "onet_title": "Transportation Engineers",
    "match_score": 0.25,
    "tasks": [
      "Direct engineering activities, ensuring compliance with environmental, safety, or other governmental regulations.",
      "Manage and direct the construction, operations, or maintenance activities at project site.",
      "Inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.",
      "Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.",
      "Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.",
      "Provide technical advice to industrial or managerial personnel regarding design, construction, program modifications, or structural repairs.",
      "Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.",
      "Direct or participate in surveying to lay out installations or establish reference points, grades, or elevations to guide construction.",
      "Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.",
      "Prepare or present public reports on topics such as bid proposals, deeds, environmental impact statements, or property and right-of-way descriptions."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bash",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31152",
    "onet_soc": "49-9021.00",
    "onet_title": "Heating, Air Conditioning, and Refrigeration Mechanics and Installers",
    "match_score": 0.25,
    "tasks": [
      "Test electrical circuits or components for continuity, using electrical test equipment.",
      "Comply with all applicable standards, policies, or procedures, such as safety procedures or the maintenance of a clean work area.",
      "Study blueprints, design specifications, or manufacturers' recommendations to ascertain the configuration of heating or cooling equipment components and to ensure the proper installation of components.",
      "Discuss heating or cooling system malfunctions with users to isolate problems or to verify that repairs corrected malfunctions.",
      "Connect heating or air conditioning equipment to fuel, water, or refrigerant source to form complete circuit.",
      "Adjust system controls to settings recommended by manufacturer to balance system.",
      "Recommend, develop, or perform preventive or general maintenance procedures, such as cleaning, power-washing, or vacuuming equipment, oiling parts, or changing filters.",
      "Inspect and test systems to verify system compliance with plans and specifications or to detect and locate malfunctions.",
      "Repair or replace defective equipment, components, or wiring.",
      "Install or repair self-contained ground source heat pumps or hybrid ground or air source heat pumps to minimize carbon-based energy consumption and reduce carbon emissions."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Word",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Alerton Ascent Compass",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Atlas Construction Business Forms",
        "category": "Word processing software",
        "hot": false
      },
      {
        "name": "Building automation software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Computer aided design CAD software",
        "category": "Computer aided design CAD software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "33151",
    "onet_soc": "13-2022.00",
    "onet_title": "Appraisers of Personal and Business Property",
    "match_score": 0.14,
    "tasks": [
      "Write descriptions of the property being appraised.",
      "Determine the appropriate type of valuation to make, such as fair market, replacement, or liquidation, based on the needs of the property owner.",
      "Document physical characteristics of property such as measurements, quality, and design.",
      "Calculate the value of property based on comparisons to recent sales, estimated cost to reproduce, and anticipated property income streams.",
      "Locate and record data on sales of comparable property using specialized software, internet searches, or personal records.",
      "Write and submit appraisal reports for property, such as jewelry, art, antiques, collectibles, and equipment.",
      "Inspect personal or business property.",
      "Create and maintain a database of completed appraisals.",
      "Take photographs of property.",
      "Verify that property matches legal descriptions or certifications."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Yardi software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ascend Property Assessment",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Bruno Realty eNeighboorhoods",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Computer assisted mass appraisal CAMA software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Cost estimating software",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "CPR Visual Estimator",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "HP 49G+ Appraiser Fee Calculator",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Mass appraisal records system MARS",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      },
      {
        "name": "Wilson's Computer Applications RealEasy Appraisals",
        "category": "Analytical or scientific software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "31184",
    "onet_soc": "11-9041.00",
    "onet_title": "Architectural and Engineering Managers",
    "match_score": 0.17,
    "tasks": [
      "Manage the coordination and overall integration of technical activities in architecture or engineering projects.",
      "Direct, review, or approve project design changes.",
      "Consult or negotiate with clients to prepare project specifications.",
      "Prepare budgets, bids, or contracts.",
      "Present and explain proposals, reports, or findings to clients.",
      "Confer with management, production, or marketing staff to discuss project specifications or procedures.",
      "Assess project feasibility by analyzing technology, resource needs, or market demand.",
      "Review, recommend, or approve contracts or cost estimates.",
      "Develop or implement policies, standards, or procedures for engineering and technical work.",
      "Establish scientific or technical goals within broad outlines provided by top management."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apache Maven",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "36202",
    "onet_soc": "25-3099.00",
    "onet_title": "Teachers and Instructors, All Other",
    "match_score": 0.25,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "33152",
    "onet_soc": "13-2023.00",
    "onet_title": "Appraisers and Assessors of Real Estate",
    "match_score": 0.13,
    "tasks": [
      "Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.",
      "Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.",
      "Photograph interiors and exteriors of properties to assist in estimating property value, substantiate findings, and complete appraisal reports.",
      "Search public records for transactions such as sales, leases, and assessments.",
      "Obtain county land values and sales information about nearby properties to aid in establishment of property values.",
      "Maintain familiarity with aspects of local real estate markets.",
      "Inspect properties, considering factors such as market value, location, and building or replacement costs to determine appraisal value.",
      "Collect and analyze relevant data to identify real estate market trends.",
      "Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary.",
      "Analyze trends in sales prices, construction costs, and rents, to assess property values or determine the accuracy of assessments."
    ],
    "technologies": [
      {
        "name": "Apple iOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Yardi software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "a la mode Pocket TOTAL",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "a la mode WinTOTAL",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "ACI Appraiser's Choice",
        "category": "Desktop publishing software",
        "hot": false
      },
      {
        "name": "Apex IV Assessor",
        "category": "Map creation software",
        "hot": false
      },
      {
        "name": "Apex IV Fee Appraiser",
        "category": "Map creation software",
        "hot": false
      },
      {
        "name": "Apex MobileSketch",
        "category": "Map creation software",
        "hot": false
      },
      {
        "name": "Ascend Property Assessment",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Bradford ClickFORMS",
        "category": "Graphics or photo imaging software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "33131",
    "onet_soc": "13-2011.00",
    "onet_title": "Accountants and Auditors",
    "match_score": 0.26,
    "tasks": [
      "Prepare detailed reports on audit findings.",
      "Report to management about asset utilization and audit results, and recommend changes in operations and financial activities.",
      "Collect and analyze data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws, regulations, and management policies.",
      "Inspect account books and accounting systems for efficiency, effectiveness, and use of accepted accounting procedures to record transactions.",
      "Supervise auditing of establishments, and determine scope of investigation required.",
      "Confer with company officials about financial and regulatory matters.",
      "Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",
      "Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate.",
      "Examine records and interview workers to ensure recording of transactions and compliance with laws and regulations.",
      "Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards."
    ],
    "technologies": [
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic for Applications VBA",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31001",
    "onet_soc": "17-2051.00",
    "onet_title": "Civil Engineers",
    "match_score": 0.5,
    "tasks": [
      "Direct engineering activities, ensuring compliance with environmental, safety, or other governmental regulations.",
      "Manage and direct the construction, operations, or maintenance activities at project site.",
      "Inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.",
      "Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.",
      "Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.",
      "Provide technical advice to industrial or managerial personnel regarding design, construction, program modifications, or structural repairs.",
      "Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.",
      "Direct or participate in surveying to lay out installations or establish reference points, grades, or elevations to guide construction.",
      "Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.",
      "Prepare or present public reports on topics such as bid proposals, deeds, environmental impact statements, or property and right-of-way descriptions."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Apache Subversion SVN",
        "category": "File versioning software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bash",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31002",
    "onet_soc": "17-2071.00",
    "onet_title": "Electrical Engineers",
    "match_score": 0.5,
    "tasks": [
      "Design, implement, maintain, or improve electrical instruments, equipment, facilities, components, products, or systems for commercial, industrial, or domestic purposes.",
      "Oversee project production efforts to assure projects are completed on time and within budget.",
      "Direct or coordinate manufacturing, construction, installation, maintenance, support, documentation, or testing activities to ensure compliance with specifications, codes, or customer requirements.",
      "Perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.",
      "Operate computer-assisted engineering or design software or equipment to perform engineering tasks.",
      "Confer with engineers, customers, or others to discuss existing or potential engineering projects or products.",
      "Investigate or test vendors' or competitors' products.",
      "Inspect completed installations and observe operations to ensure conformance to design and equipment specifications and compliance with operational, safety, or environmental standards.",
      "Investigate customer or public complaints to determine the nature and extent of problems.",
      "Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements."
    ],
    "technologies": [
      {
        "name": "Apache Subversion SVN",
        "category": "File versioning software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bash",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31003",
    "onet_soc": "17-2072.00",
    "onet_title": "Electronics Engineers, Except Computer",
    "match_score": 0.33,
    "tasks": [
      "Design electronic components, software, products, or systems for commercial, industrial, medical, military, or scientific applications.",
      "Operate computer-assisted engineering or design software or equipment to perform electronics engineering tasks.",
      "Evaluate project work to ensure effectiveness, technical adequacy, or compatibility in the resolution of complex electronics engineering problems.",
      "Direct or coordinate activities concerned with manufacture, construction, installation, maintenance, operation, or modification of electronic equipment, products, or systems.",
      "Confer with engineers, customers, vendors, or others to discuss existing or potential electronics engineering projects or products.",
      "Provide technical support or instruction to staff or customers regarding electronics equipment standards.",
      "Recommend repair or design modifications of electronics components or systems, based on factors such as environment, service, cost, or system capabilities.",
      "Prepare documentation containing information such as confidential descriptions or specifications of proprietary hardware or software, product development or introduction schedules, product costs, or information about product performance weaknesses.",
      "Develop or perform operational, maintenance, or testing procedures for electronic products, components, equipment, or systems.",
      "Analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility."
    ],
    "technologies": [
      {
        "name": "Apache Subversion SVN",
        "category": "File versioning software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "JUnit",
        "category": "Program testing software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31006",
    "onet_soc": "17-2112.03",
    "onet_title": "Manufacturing Engineers",
    "match_score": 0.5,
    "tasks": [
      "Estimate production costs, cost saving methods, and the effects of product design changes on expenditures for management review, action, and control.",
      "Plan and establish sequence of operations to fabricate and assemble parts or products and to promote efficient utilization.",
      "Analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product.",
      "Confer with clients, vendors, staff, and management personnel regarding purchases, product and production specifications, manufacturing capabilities, or project status.",
      "Communicate with management and user personnel to develop production and design standards.",
      "Evaluate precision and accuracy of production and testing equipment and engineering drawings to formulate corrective action plan.",
      "Recommend methods for improving utilization of personnel, material, and utilities.",
      "Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.",
      "Draft and design layout of equipment, materials, and workspace to illustrate maximum efficiency using drafting tools and computer.",
      "Direct workers engaged in product measurement, inspection, and testing activities to ensure quality control and reliability."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31004",
    "onet_soc": "17-2141.00",
    "onet_title": "Mechanical Engineers",
    "match_score": 0.5,
    "tasks": [
      "Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.",
      "Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.",
      "Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.",
      "Confer with engineers or other personnel to implement operating procedures, resolve system malfunctions, or provide technical information.",
      "Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.",
      "Recommend design modifications to eliminate machine or system malfunctions.",
      "Research and analyze customer design proposals, specifications, manuals, or other data to evaluate the feasibility, cost, or maintenance requirements of designs or applications.",
      "Provide technical customer service.",
      "Oversee installation, operation, maintenance, or repair to ensure that machines or equipment are installed and functioning according to specifications.",
      "Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Chef",
        "category": "Configuration management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "34210",
    "onet_soc": "27-2021.00",
    "onet_title": "Athletes and Sports Competitors",
    "match_score": 0.34,
    "tasks": [
      "Assess performance following athletic competition, identifying strengths and weaknesses and making adjustments to improve future performance.",
      "Maintain equipment used in a particular sport.",
      "Attend scheduled practice or training sessions.",
      "Maintain optimum physical fitness levels by training regularly, following nutrition plans, or consulting with health professionals.",
      "Participate in athletic events or competitive sports, according to established rules and regulations.",
      "Exercise or practice under the direction of athletic trainers or professional coaches to develop skills, improve physical condition, or prepare for competitions.",
      "Receive instructions from coaches or other sports staff prior to events and discuss performance afterwards.",
      "Represent teams or professional sports clubs, performing such activities as meeting with members of the media, making speeches, or participating in charity events.",
      "Lead teams by serving as captain."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Motion analysis software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      },
      {
        "name": "YouTube",
        "category": "Video creation and editing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "31143",
    "onet_soc": "27-4011.00",
    "onet_title": "Audio and Video Technicians",
    "match_score": 0.33,
    "tasks": [
      "Notify supervisors when major equipment repairs are needed.",
      "Diagnose and resolve media system problems.",
      "Direct and coordinate activities of assistants and other personnel during production.",
      "Compress, digitize, duplicate, and store audio and video data.",
      "Install, adjust, and operate electronic equipment to record, edit, and transmit radio and television programs, motion pictures, video conferencing, or multimedia presentations.",
      "Control the lights and sound of events, such as live concerts, before and after performances, and during intermissions.",
      "Switch sources of video input from one camera or studio to another, from film to live programming, or from network to local programming.",
      "Record and edit audio material, such as movie soundtracks, using audio recording and editing equipment.",
      "Perform minor repairs and routine cleaning of audio and video equipment.",
      "Design layouts of audio and video equipment and perform upgrades and maintenance."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Teams",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Adobe Dreamweaver",
        "category": "Web page creation and editing software",
        "hot": false
      },
      {
        "name": "Apple Final Cut Pro",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Apple iMovie",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Blackboard software",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "33132",
    "onet_soc": "13-2011.00",
    "onet_title": "Accountants and Auditors",
    "match_score": 0.25,
    "tasks": [
      "Prepare detailed reports on audit findings.",
      "Report to management about asset utilization and audit results, and recommend changes in operations and financial activities.",
      "Collect and analyze data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws, regulations, and management policies.",
      "Inspect account books and accounting systems for efficiency, effectiveness, and use of accepted accounting procedures to record transactions.",
      "Supervise auditing of establishments, and determine scope of investigation required.",
      "Confer with company officials about financial and regulatory matters.",
      "Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",
      "Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate.",
      "Examine records and interview workers to ensure recording of transactions and compliance with laws and regulations.",
      "Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Google Docs",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "Google Sheets",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31174",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "31212",
    "onet_soc": "17-3027.01",
    "onet_title": "Automotive Engineering Technicians",
    "match_score": 0.33,
    "tasks": [
      "Assemble or disassemble complex mechanical systems.",
      "Interpret engineering sketches, specifications, or drawings.",
      "Calculate required capacities for equipment of proposed system to obtain specified performance and submit data to engineering personnel for approval.",
      "Review project instructions and blueprints to ascertain test specifications, procedures, and objectives, and test nature of technical problems such as redesign.",
      "Provide technical support to other employees regarding mechanical design, fabrication, testing, or documentation.",
      "Test machines, components, materials, or products to determine characteristics such as performance, strength, or response to stress.",
      "Draft detail drawing or sketch for drafting room completion or to request parts fabrication by machine, sheet or wood shops.",
      "Analyze test results in relation to design or rated specifications and test objectives, and modify or adjust equipment to meet specifications.",
      "Record test procedures and results, numerical and graphical data, and recommendations for changes in product or test methods.",
      "Prepare specifications, designs, or sketches for machines, components, or systems related to the generation, transmission, or use of mechanical or fluid energy."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SharePoint",
        "category": "Document management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31122",
    "onet_soc": "37-2019.00",
    "onet_title": "Building Cleaning Workers, All Other",
    "match_score": 0.17,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "33221",
    "onet_soc": "11-3131.00",
    "onet_title": "Training and Development Managers",
    "match_score": 0.17,
    "tasks": [
      "Analyze training needs to develop new training programs or modify and improve existing programs.",
      "Evaluate instructor performance and the effectiveness of training programs, providing recommendations for improvement.",
      "Plan, develop, and provide training and staff development programs, using knowledge of the effectiveness of methods such as classroom training, demonstrations, on-the-job training, meetings, conferences, and workshops.",
      "Confer with management and conduct surveys to identify training needs based on projected production processes, changes, and other factors.",
      "Conduct orientation sessions and arrange on-the-job training for new hires.",
      "Train instructors and supervisors in techniques and skills for training and dealing with employees.",
      "Develop and organize training manuals, multimedia visual aids, and other educational materials.",
      "Prepare training budget for department or organization.",
      "Develop testing and evaluation procedures.",
      "Conduct or arrange for ongoing technical training and personal development classes for staff members."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Adobe ActionScript",
        "category": "Development environment software",
        "hot": false
      },
      {
        "name": "Adobe Captivate",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Adobe Dreamweaver",
        "category": "Web page creation and editing software",
        "hot": false
      },
      {
        "name": "Adobe Presenter",
        "category": "Computer based training software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "33231",
    "onet_soc": "13-1021.00",
    "onet_title": "Buyers and Purchasing Agents, Farm Products",
    "match_score": 0.11,
    "tasks": [
      "Purchase, for further processing or for resale, farm products, such as milk, grains, or Christmas trees.",
      "Arrange for processing or resale of purchased products.",
      "Negotiate contracts with farmers for the production or purchase of farm products.",
      "Arrange for transportation or storage of purchased products.",
      "Maintain records of business transactions and product inventories, reporting data to companies or government agencies as necessary.",
      "Review orders to determine product types and quantities required to meet demand.",
      "Examine or test crops or products to estimate their value, determine their grade, or locate any evidence of disease or insect damage.",
      "Coordinate or direct activities of workers engaged in cutting, transporting, storing, or milling products and maintaining records.",
      "Sell supplies, such as seed, feed, fertilizers, or insecticides, arranging for loans or financing as necessary.",
      "Advise farm groups or growers on land preparation or livestock care techniques that will maximize the quantity and quality of production."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Google Angular",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Customer relationship management CRM software",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Deltek Costpoint",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Enterprise resource planning ERP system",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Inventory management systems",
        "category": "Inventory management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "34341",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "31161",
    "onet_soc": "17-2041.00",
    "onet_title": "Chemical Engineers",
    "match_score": 0.25,
    "tasks": [
      "Develop safety procedures to be employed by workers operating equipment or working in close proximity to ongoing chemical reactions.",
      "Troubleshoot problems with chemical manufacturing processes.",
      "Monitor and analyze data from processes and experiments.",
      "Evaluate chemical equipment and processes to identify ways to optimize performance or to ensure compliance with safety and environmental regulations.",
      "Design and plan layout of equipment.",
      "Prepare estimate of production costs and production progress reports for management.",
      "Perform tests and monitor performance of processes throughout stages of production to determine degree of control over variables such as temperature, density, specific gravity, and pressure.",
      "Conduct research to develop new and improved chemical manufacturing processes.",
      "Determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying.",
      "Develop processes to separate components of liquids or gases or generate electrical currents, using controlled chemical processes."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Word",
        "category": "Word processing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31163",
    "onet_soc": "17-2041.00",
    "onet_title": "Chemical Engineers",
    "match_score": 0.25,
    "tasks": [
      "Develop safety procedures to be employed by workers operating equipment or working in close proximity to ongoing chemical reactions.",
      "Troubleshoot problems with chemical manufacturing processes.",
      "Monitor and analyze data from processes and experiments.",
      "Evaluate chemical equipment and processes to identify ways to optimize performance or to ensure compliance with safety and environmental regulations.",
      "Design and plan layout of equipment.",
      "Prepare estimate of production costs and production progress reports for management.",
      "Perform tests and monitor performance of processes throughout stages of production to determine degree of control over variables such as temperature, density, specific gravity, and pressure.",
      "Conduct research to develop new and improved chemical manufacturing processes.",
      "Determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying.",
      "Develop processes to separate components of liquids or gases or generate electrical currents, using controlled chemical processes."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Word",
        "category": "Word processing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31111",
    "onet_soc": "25-1052.00",
    "onet_title": "Chemistry Teachers, Postsecondary",
    "match_score": 0.17,
    "tasks": [
      "Prepare and deliver lectures to undergraduate or graduate students on topics such as organic chemistry, analytical chemistry, and chemical separation.",
      "Establish, teach, and monitor students' compliance with safety rules for handling chemicals, equipment, and other hazardous materials.",
      "Evaluate and grade students' class work, laboratory performance, assignments, and papers.",
      "Supervise students' laboratory work.",
      "Maintain student attendance records, grades, and other required records.",
      "Supervise undergraduate or graduate teaching, internship, and research work.",
      "Compile, administer, and grade examinations, or assign this work to others.",
      "Prepare course materials, such as syllabi, homework assignments, and handouts.",
      "Plan, evaluate, and revise curricula, course content, and course materials and methods of instruction.",
      "Maintain regularly scheduled office hours to advise and assist students."
    ],
    "technologies": [
      {
        "name": "Auto3DEM",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Blackboard Learn",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "CCP4",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Course management system software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Desire2Learn LMS software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "DOC Cop",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "IHRSR++",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Image scanning software",
        "category": "Optical character reader OCR or scanning software",
        "hot": false
      },
      {
        "name": "iParadigms Turnitin",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Learning management system LMS",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Moodle",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Mosflm",
        "category": "Analytical or scientific software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "31121",
    "onet_soc": "17-3022.00",
    "onet_title": "Civil Engineering Technologists and Technicians",
    "match_score": 0.25,
    "tasks": [
      "Calculate dimensions, square footage, profile and component specifications, and material quantities, using calculator or computer.",
      "Read and review project blueprints and structural specifications to determine dimensions of structure or system and material requirements.",
      "Draft detailed dimensional drawings and design layouts for projects to ensure conformance to specifications.",
      "Confer with supervisor to determine project details such as plan preparation, acceptance testing, and evaluation of field conditions.",
      "Analyze proposed site factors and design maps, graphs, tracings, and diagrams to illustrate findings.",
      "Prepare reports and document project activities and data.",
      "Report maintenance problems occurring at project site to supervisor and negotiate changes to resolve system conflicts.",
      "Inspect project site and evaluate contractor work to detect design malfunctions and ensure conformance to design specifications and applicable codes.",
      "Conduct materials test and analysis, using tools and equipment and applying engineering knowledge.",
      "Develop plans and estimate costs for installation of systems, utilization of facilities, or construction of structures."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Word",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31183",
    "onet_soc": "17-3022.00",
    "onet_title": "Civil Engineering Technologists and Technicians",
    "match_score": 0.25,
    "tasks": [
      "Calculate dimensions, square footage, profile and component specifications, and material quantities, using calculator or computer.",
      "Read and review project blueprints and structural specifications to determine dimensions of structure or system and material requirements.",
      "Draft detailed dimensional drawings and design layouts for projects to ensure conformance to specifications.",
      "Confer with supervisor to determine project details such as plan preparation, acceptance testing, and evaluation of field conditions.",
      "Analyze proposed site factors and design maps, graphs, tracings, and diagrams to illustrate findings.",
      "Prepare reports and document project activities and data.",
      "Report maintenance problems occurring at project site to supervisor and negotiate changes to resolve system conflicts.",
      "Inspect project site and evaluate contractor work to detect design malfunctions and ensure conformance to design specifications and applicable codes.",
      "Conduct materials test and analysis, using tools and equipment and applying engineering knowledge.",
      "Develop plans and estimate costs for installation of systems, utilization of facilities, or construction of structures."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Word",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "33311",
    "onet_soc": "41-3041.00",
    "onet_title": "Travel Agents",
    "match_score": 0.25,
    "tasks": [
      "Collect payment for transportation and accommodations from customer.",
      "Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",
      "Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",
      "Compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.",
      "Record and maintain information on clients, vendors, and travel packages.",
      "Book transportation and hotel reservations, using computer or telephone.",
      "Print or request transportation carrier tickets, using computer printer system or system link to travel carrier.",
      "Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "SAP Concur",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Amadeus CRS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Colibripms Software Colibri",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "DataSwell",
        "category": "Business intelligence and data analysis software",
        "hot": false
      },
      {
        "name": "Galor Travel Booster",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Global distribution system GDS software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Illusions Online Illusions OnDemand",
        "category": "Business intelligence and data analysis software",
        "hot": false
      },
      {
        "name": "MGHworld Travel Agents",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Orbitz Worldwide Orbitz for Agents",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Rezopia",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "31412",
    "onet_soc": "11-9121.01",
    "onet_title": "Clinical Research Coordinators",
    "match_score": 0.33,
    "tasks": [
      "Hire, supervise, or evaluate engineers, technicians, researchers, or other staff.",
      "Design or coordinate successive phases of problem analysis, solution proposals, or testing.",
      "Plan or direct research, development, or production activities.",
      "Review project activities and prepare and review research, testing, or operational reports.",
      "Confer with scientists, engineers, regulators, or others to plan or review projects or to provide technical assistance.",
      "Develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.",
      "Determine scientific or technical goals within broad outlines provided by top management and make detailed plans to accomplish these goals.",
      "Prepare project proposals.",
      "Develop or implement policies, standards, or procedures for the architectural, scientific, or technical work performed to ensure regulatory compliance or operations enhancement.",
      "Recruit personnel or oversee the development or maintenance of staff competence."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "32530",
    "onet_soc": "21-1094.00",
    "onet_title": "Community Health Workers",
    "match_score": 0.33,
    "tasks": [
      "Maintain updated client records with plans, notes, appropriate forms, or related information.",
      "Advise clients or community groups on issues related to improving general health, such as diet or exercise.",
      "Identify or contact members of high-risk or otherwise targeted groups, such as members of minority populations, low-income populations, or pregnant women.",
      "Contact clients in person, by phone, or in writing to ensure they have completed required or recommended actions.",
      "Distribute flyers, brochures, or other informational or educational documents to inform members of a targeted community.",
      "Refer community members to needed health services.",
      "Attend community meetings or health fairs to understand community issues or build relationships with community members.",
      "Perform basic diagnostic procedures, such as blood pressure screening, breast cancer screening, or communicable disease screening.",
      "Advise clients or community groups on issues related to diagnostic screenings, such as breast cancer screening, pap smears, glaucoma tests, or diabetes screenings.",
      "Advise clients or community groups on issues related to risk or prevention of conditions, such as lead poisoning, human immunodeficiency virus (HIV), prenatal substance abuse, or domestic violence."
    ],
    "technologies": [
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Client databases",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Electronic health record EHR software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Microsoft Publisher",
        "category": "Desktop publishing software",
        "hot": false
      },
      {
        "name": "SmugMug Flickr",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "35110",
    "onet_soc": "15-1211.00",
    "onet_title": "Computer Systems Analysts",
    "match_score": 0.33,
    "tasks": [
      "Troubleshoot program and system malfunctions to restore normal functioning.",
      "Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.",
      "Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",
      "Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",
      "Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.",
      "Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",
      "Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",
      "Consult with management to ensure agreement on system principles.",
      "Specify inputs accessed by the system and plan the distribution and use of the results.",
      "Expand or modify system to serve new purposes or improve work flow."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "33493",
    "onet_soc": "53-5031.00",
    "onet_title": "Ship Engineers",
    "match_score": 0.25,
    "tasks": [
      "Monitor engine, machinery, or equipment indicators when vessels are underway, and report abnormalities to appropriate shipboard staff.",
      "Monitor the availability, use, or condition of lifesaving equipment or pollution preventatives to ensure that international regulations are followed.",
      "Monitor and test operations of engines or other equipment so that malfunctions and their causes can be identified.",
      "Start engines to propel ships, and regulate engines and power transmissions to control speeds of ships, according to directions from captains or bridge computers.",
      "Perform or participate in emergency drills, as required.",
      "Perform general marine vessel maintenance or repair work, such as repairing leaks, finishing interiors, refueling, or maintaining decks.",
      "Maintain or repair engines, electric motors, pumps, winches, or other mechanical or electrical equipment, or assist other crew members with maintenance or repair duties.",
      "Maintain complete records of engineering department activities, including machine operations.",
      "Operate or maintain off-loading liquid pumps or valves.",
      "Maintain electrical power, heating, ventilation, refrigeration, water, or sewerage systems."
    ],
    "technologies": [
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Computer aided dispatch software",
        "category": "Helpdesk or call center software",
        "hot": false
      },
      {
        "name": "Computerized maintenance management system CMMS",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Customer relationship management CRM software",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Damen DAMOS",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Electronic data interchange EDI software",
        "category": "Enterprise application integration software",
        "hot": false
      },
      {
        "name": "Enterprise resource planning ERP software",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "32143",
    "onet_soc": "29-1292.00",
    "onet_title": "Dental Hygienists",
    "match_score": 0.25,
    "tasks": [
      "Record and review patient medical histories.",
      "Feel and visually examine gums for sores and signs of disease.",
      "Examine gums, using probes, to locate periodontal recessed gums and signs of gum disease.",
      "Clean calcareous deposits, accretions, and stains from teeth and beneath margins of gums, using dental instruments.",
      "Provide clinical services or health education to improve and maintain the oral health of patients or the general public.",
      "Chart conditions of decay and disease for diagnosis and treatment by dentist.",
      "Expose and develop x-ray film.",
      "Attend continuing education courses to maintain or update skills.",
      "Apply fluorides or other cavity preventing agents to arrest dental decay.",
      "Maintain dental equipment and sharpen and sterilize dental instruments."
    ],
    "technologies": [
      {
        "name": "Henry Schein Dentrix",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Dental billing software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Dental charting software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental clinical records software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental digital radiology software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental imaging software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental intra-oral imaging software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental office management software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Inventory management software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Open Dental",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Patterson Dental Supply Patterson EagleSoft",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Voice-activated perio charting software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "31131",
    "onet_soc": "17-3023.00",
    "onet_title": "Electrical and Electronic Engineering Technologists and Technicians",
    "match_score": 0.2,
    "tasks": [
      "Modify, maintain, or repair electronics equipment or systems to ensure proper functioning.",
      "Replace defective components or parts, using hand tools and precision instruments.",
      "Set up and operate specialized or standard test equipment to diagnose, test, or analyze the performance of electronic components, assemblies, or systems.",
      "Read blueprints, wiring diagrams, schematic drawings, or engineering instructions for assembling electronics units, applying knowledge of electronic theory and components.",
      "Identify and resolve equipment malfunctions, working with manufacturers or field representatives as necessary to procure replacement parts.",
      "Assemble electrical systems or prototypes, using hand tools or measuring instruments.",
      "Review electrical engineering plans to ensure adherence to design specifications and compliance with applicable electrical codes and standards.",
      "Assemble, test, or maintain circuitry or electronic components, according to engineering instructions, technical manuals, or knowledge of electronics, using hand or power tools.",
      "Review existing electrical engineering criteria to identify necessary revisions, deletions, or amendments to outdated material.",
      "Maintain system logs or manuals to document testing or operation of equipment."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31182",
    "onet_soc": "17-3012.00",
    "onet_title": "Electrical and Electronics Drafters",
    "match_score": 0.33,
    "tasks": [
      "Draft detail and assembly drawings of design components, circuitry or printed circuit boards, using computer-assisted equipment or standard drafting techniques and devices.",
      "Draft working drawings, wiring diagrams, wiring connection specifications, or cross-sections of underground cables, as required for instructions to installation crew.",
      "Assemble documentation packages and produce drawing sets to be checked by an engineer or an architect.",
      "Review completed construction drawings and cost estimates for accuracy and conformity to standards and regulations.",
      "Consult with engineers to discuss or interpret design concepts, or determine requirements of detailed working drawings.",
      "Confer with engineering staff and other personnel to resolve problems.",
      "Measure factors that affect installation and arrangement of equipment, such as distances to be spanned by wire and cable.",
      "Design electrical systems, such as lighting systems.",
      "Draw master sketches to scale showing relation of proposed installations to existing facilities and exact specifications and dimensions.",
      "Review work orders or procedural manuals and confer with vendors or design staff to resolve problems or modify design."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Perl",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31141",
    "onet_soc": "17-3023.00",
    "onet_title": "Electrical and Electronic Engineering Technologists and Technicians",
    "match_score": 0.2,
    "tasks": [
      "Modify, maintain, or repair electronics equipment or systems to ensure proper functioning.",
      "Replace defective components or parts, using hand tools and precision instruments.",
      "Set up and operate specialized or standard test equipment to diagnose, test, or analyze the performance of electronic components, assemblies, or systems.",
      "Read blueprints, wiring diagrams, schematic drawings, or engineering instructions for assembling electronics units, applying knowledge of electronic theory and components.",
      "Identify and resolve equipment malfunctions, working with manufacturers or field representatives as necessary to procure replacement parts.",
      "Assemble electrical systems or prototypes, using hand tools or measuring instruments.",
      "Review electrical engineering plans to ensure adherence to design specifications and compliance with applicable electrical codes and standards.",
      "Assemble, test, or maintain circuitry or electronic components, according to engineering instructions, technical manuals, or knowledge of electronics, using hand or power tools.",
      "Review existing electrical engineering criteria to identify necessary revisions, deletions, or amendments to outdated material.",
      "Maintain system logs or manuals to document testing or operation of equipment."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "33330",
    "onet_soc": "41-3041.00",
    "onet_title": "Travel Agents",
    "match_score": 0.25,
    "tasks": [
      "Collect payment for transportation and accommodations from customer.",
      "Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",
      "Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",
      "Compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.",
      "Record and maintain information on clients, vendors, and travel packages.",
      "Book transportation and hotel reservations, using computer or telephone.",
      "Print or request transportation carrier tickets, using computer printer system or system link to travel carrier.",
      "Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "SAP Concur",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Amadeus CRS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Colibripms Software Colibri",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "DataSwell",
        "category": "Business intelligence and data analysis software",
        "hot": false
      },
      {
        "name": "Galor Travel Booster",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Global distribution system GDS software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Illusions Online Illusions OnDemand",
        "category": "Business intelligence and data analysis software",
        "hot": false
      },
      {
        "name": "MGHworld Travel Agents",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Orbitz Worldwide Orbitz for Agents",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Rezopia",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "32200",
    "onet_soc": "29-1141.00",
    "onet_title": "Registered Nurses",
    "match_score": 0.25,
    "tasks": [
      "Record patients' medical information and vital signs.",
      "Administer medications to patients and monitor patients for reactions or side effects.",
      "Maintain accurate, detailed reports and records.",
      "Monitor, record, and report symptoms or changes in patients' conditions.",
      "Provide health care, first aid, immunizations, or assistance in convalescence or rehabilitation in locations such as schools, hospitals, or industry.",
      "Consult and coordinate with healthcare team members to assess, plan, implement, or evaluate patient care plans.",
      "Direct or supervise less-skilled nursing or healthcare personnel or supervise a particular unit.",
      "Monitor all aspects of patient care, including diet and physical activity.",
      "Instruct individuals, families, or other groups on topics such as health education, disease prevention, or childbirth and develop health improvement programs.",
      "Modify patient treatment plans as indicated by patients' responses and conditions."
    ],
    "technologies": [
      {
        "name": "Apache Spark",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Henry Schein Dentrix",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Kronos Workforce Timekeeper",
        "category": "Time accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Teams",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "32571",
    "onet_soc": "13-1041.01",
    "onet_title": "Environmental Compliance Inspectors",
    "match_score": 0.33,
    "tasks": [
      "Warn violators of infractions or penalties.",
      "Evaluate applications, records, or documents to gather information about eligibility or liability issues.",
      "Advise licensees or other individuals or groups concerning licensing, permit, or passport regulations.",
      "Prepare reports of activities, evaluations, recommendations, or decisions.",
      "Report law or regulation violations to appropriate boards or agencies.",
      "Confer with or interview officials, technical or professional specialists, or applicants to obtain information or to clarify facts relevant to licensing decisions.",
      "Issue licenses to individuals meeting standards.",
      "Collect fees for licenses.",
      "Administer oral, written, road, or flight tests to license applicants.",
      "Visit establishments to verify that valid licenses or permits are displayed and that licensing standards are being upheld."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apple iOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Google Android",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "33320",
    "onet_soc": "13-1121.00",
    "onet_title": "Meeting, Convention, and Event Planners",
    "match_score": 0.25,
    "tasks": [
      "Consult with customers to determine objectives and requirements for events, such as meetings, conferences, and conventions.",
      "Review event bills for accuracy and approve payment.",
      "Coordinate services for events, such as accommodation and transportation for participants, facilities, catering, signage, displays, special needs requirements, printing and event security.",
      "Arrange the availability of audio-visual equipment, transportation, displays, and other event needs.",
      "Confer with staff at a chosen event site to coordinate details.",
      "Inspect event facilities to ensure that they conform to customer requirements.",
      "Maintain records of event aspects, including financial details.",
      "Monitor event activities to ensure compliance with applicable regulations and laws, satisfaction of participants, and resolution of any problems that arise.",
      "Negotiate contracts with such service providers and suppliers as hotels, convention centers, and speakers.",
      "Evaluate and select providers of services according to customer requirements."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Trimble SketchUp Pro",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Active Network EventRegister",
        "category": "Project management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "33121",
    "onet_soc": "11-1011.03",
    "onet_title": "Chief Sustainability Officers",
    "match_score": 0.25,
    "tasks": [
      "Direct or coordinate an organization's financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Confer with board members, organization officials, or staff members to discuss issues, coordinate activities, or resolve problems.",
      "Prepare budgets for approval, including those for funding or implementation of programs.",
      "Direct, plan, or implement policies, objectives, or activities of organizations or businesses to ensure continuing operations, to maximize returns on investments, or to increase productivity.",
      "Prepare or present reports concerning activities, expenses, budgets, government statutes or rulings, or other items affecting businesses or program services.",
      "Implement corrective action plans to solve organizational or departmental problems.",
      "Analyze operations to evaluate performance of a company or its staff in meeting objectives or to determine areas of potential cost reduction, program improvement, or policy change.",
      "Direct or coordinate activities of businesses or departments concerned with production, pricing, sales, or distribution of products.",
      "Direct human resources activities, including the approval of human resource plans or activities, the selection of directors or other high-level staff, or establishment or organization of major departments.",
      "Appoint department heads or managers and assign or delegate responsibilities to them."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "PHP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Structured query language SQL",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31711",
    "onet_soc": "33-2021.00",
    "onet_title": "Fire Inspectors and Investigators",
    "match_score": 0.33,
    "tasks": [
      "Prepare and maintain reports of investigation results, and records of convicted arsonists and arson suspects.",
      "Testify in court cases involving fires, suspected arson, and false alarms.",
      "Package collected pieces of evidence in securely closed containers, such as bags, crates, or boxes, to protect them.",
      "Conduct inspections and acceptance testing of newly installed fire protection systems.",
      "Analyze evidence and other information to determine probable cause of fire or explosion.",
      "Photograph damage and evidence related to causes of fires or explosions to document investigation findings.",
      "Inspect buildings to locate hazardous conditions and fire code violations, such as accumulations of combustible material, electrical wiring problems, and inadequate or non-functional fire exits.",
      "Examine fire sites and collect evidence such as glass, metal fragments, charred wood, and accelerant residue for use in determining the cause of a fire.",
      "Instruct children about the dangers of fire.",
      "Conduct fire code compliance follow-ups to ensure that corrective actions have been taken in cases where violations were found."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Code database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Consolidated Model of Fire and Smoke Transport CFAST",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Fire Dynamics Software FDS",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "National Fire Incident Reporting System NFIRS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      },
      {
        "name": "Xerox Government systems FIREHOUSE Software",
        "category": "Human resources software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "31593",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31522",
    "onet_soc": "53-2012.00",
    "onet_title": "Commercial Pilots",
    "match_score": 0.25,
    "tasks": [
      "Check aircraft prior to flights to ensure that the engines, controls, instruments, and other systems are functioning properly.",
      "Co-pilot aircraft or perform captain's duties, as required.",
      "Consider airport altitudes, outside temperatures, plane weights, and wind speeds and directions to calculate the speed needed to become airborne.",
      "Use instrumentation to pilot aircraft when visibility is poor.",
      "Monitor engine operation, fuel consumption, and functioning of aircraft systems during flights.",
      "Order changes in fuel supplies, loads, routes, or schedules to ensure safety of flights.",
      "Contact control towers for takeoff clearances, arrival instructions, and other information, using radio equipment.",
      "Plan flights according to government and company regulations, using aeronautical charts and navigation instruments.",
      "Start engines, operate controls, and pilot airplanes to transport passengers, mail, or freight according to flight plans, regulations, and procedures.",
      "Check baggage or cargo to ensure that it has been loaded correctly."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Aeronautical charts",
        "category": "Charting software",
        "hot": false
      },
      {
        "name": "AeroPlanner",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Airdata",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Airline Pilots Daily Aviation Log PPC",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "AirSmith FlightPrompt",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ArduPilot Mission Planner",
        "category": "Aviation ground support software",
        "hot": false
      },
      {
        "name": "Calibration software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "CloudCompare",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "doXstor Flight Level Logbook",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Electronic aircraft information databases",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ESRI Site Scan for ArcGIS",
        "category": "Map creation software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "36203",
    "onet_soc": "15-1299.09",
    "onet_title": "Information Technology Project Managers",
    "match_score": 0.25,
    "tasks": [
      "Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.",
      "Identify or document backup or recovery plans.",
      "Back up or modify applications and related data to provide for disaster recovery.",
      "Correct testing-identified problems, or recommend actions for their resolution.",
      "Identify, standardize, and communicate levels of access and security.",
      "Determine sources of Web page or server problems, and take action to correct such problems.",
      "Implement updates, upgrades, and patches in a timely manner to limit loss of service.",
      "Implement Web site security measures, such as firewalls or message encryption.",
      "Collaborate with development teams to discuss, analyze, or resolve usability issues.",
      "Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31144",
    "onet_soc": "49-9063.00",
    "onet_title": "Musical Instrument Repairers and Tuners",
    "match_score": 0.13,
    "tasks": [
      "Adjust string tensions to tune instruments, using hand tools and electronic tuning devices.",
      "Compare instrument pitches with tuning tool pitches to tune instruments.",
      "Play instruments to evaluate their sound quality and to locate any defects.",
      "Disassemble instruments and parts for repair and adjustment.",
      "Repair or replace musical instrument parts and components, such as strings, bridges, felts, and keys, using hand and power tools.",
      "Reassemble instruments following repair, using hand tools and power tools and glue, hair, yarn, resin, or clamps, and lubricate instruments as necessary.",
      "Inspect instruments to locate defects, and to determine their value or the level of restoration required.",
      "Shape old parts and replacement parts to improve tone or intonation, using hand tools, lathes, or soldering irons.",
      "String instruments, and adjust trusses and bridges of instruments to obtain specified string tensions and heights.",
      "Repair cracks in wood or metal instruments, using pinning wire, lathes, fillers, clamps, or soldering irons."
    ],
    "technologies": [
      {
        "name": "Katsura Shareware KS Strobe Tuner",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Katsura Shareware ProLevel",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Katsura Shareware SoundFrames",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Mensurix Audio",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Reyburn CyberTuner",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "TonalEnergy Tuner & Metronome",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Tunable Instrument Tuner",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "TuneLab",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Tunic OnlyPure",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Veritune Verituner",
        "category": "Analytical or scientific software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "33211",
    "onet_soc": "41-3021.00",
    "onet_title": "Insurance Sales Agents",
    "match_score": 0.5,
    "tasks": [
      "Customize insurance programs to suit individual customers, often covering a variety of risks.",
      "Sell various types of insurance policies to businesses and individuals on behalf of insurance companies, including automobile, fire, life, property, medical and dental insurance, or specialized policies, such as marine, farm/crop, and medical malpractice.",
      "Explain features, advantages, and disadvantages of various policies to promote sale of insurance plans.",
      "Perform administrative tasks, such as maintaining records and handling policy renewals.",
      "Seek out new clients and develop clientele by networking to find new customers and generate lists of prospective clients.",
      "Call on policyholders to deliver and explain policy, to analyze insurance program and suggest additions or changes, or to change beneficiaries.",
      "Confer with clients to obtain and provide information when claims are made on a policy.",
      "Interview prospective clients to obtain data about their financial resources and needs, the physical condition of the person or property to be insured, and to discuss any existing coverage.",
      "Contact underwriter and submit forms to obtain binder coverage.",
      "Select company that offers type of coverage requested by client to underwrite policy."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Advantage Information Systems The Agency Advantage",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Agency management software",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Agency Master",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Agency Software AgencyPro",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Allied Financial Software Act4Advisors",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "AMS Services AMS 360",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "AMS Services AMS Sagitta",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Apple Final Cut Pro",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Applied Systems The Agency Manager",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "34321",
    "onet_soc": "27-1025.00",
    "onet_title": "Interior Designers",
    "match_score": 0.5,
    "tasks": [
      "Design plans to be safe and to be compliant with the American Disabilities Act (ADA).",
      "Use computer-aided drafting (CAD) and related software to produce construction documents.",
      "Research health and safety code requirements to inform design.",
      "Confer with client to determine factors affecting planning of interior environments, such as budget, architectural preferences, purpose, and function.",
      "Advise client on interior design factors, such as space planning, layout and use of furnishings or equipment, and color coordination.",
      "Coordinate with other professionals, such as contractors, architects, engineers, and plumbers, to ensure job success.",
      "Review and detail shop drawings for construction plans.",
      "Inspect construction work on site to ensure its adherence to the design plans.",
      "Render design ideas in form of paste-ups or drawings.",
      "Subcontract fabrication, installation, and arrangement of carpeting, fixtures, accessories, draperies, paint and wall coverings, art work, furniture, and related items."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Trimble SketchUp Pro",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "20-20 Technologies 20-20 Design",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Autodesk 3ds Max",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Autodesk Architectural Desktop",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Autodesk Revit Architecture",
        "category": "Computer aided design CAD software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "33393",
    "onet_soc": "11-2021.00",
    "onet_title": "Marketing Managers",
    "match_score": 0.25,
    "tasks": [
      "Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.",
      "Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.",
      "Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.",
      "Develop pricing strategies, balancing firm objectives and customer satisfaction.",
      "Compile lists describing product or service offerings.",
      "Direct the hiring, training, or performance evaluations of marketing or sales staff and oversee their daily activities.",
      "Consult with product development personnel on product specifications, such as design, color, or packaging.",
      "Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.",
      "Negotiate contracts with vendors or distributors to manage product distribution, establishing distribution networks or developing distribution strategies.",
      "Coordinate or participate in promotional activities or trade shows, working with developers, advertisers, or production managers, to market products or services."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Asana",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "35121",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "35122",
    "onet_soc": "11-3013.01",
    "onet_title": "Security Managers",
    "match_score": 0.25,
    "tasks": [
      "Monitor the facility to ensure that it remains safe, secure, and well-maintained.",
      "Oversee the maintenance and repair of machinery, equipment, and electrical and mechanical systems.",
      "Oversee construction and renovation projects to improve efficiency and to ensure that facilities meet environmental, health, and security standards, and comply with government regulations.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Participate in architectural and engineering planning and design, including space and installation management.",
      "Set goals and deadlines for the department.",
      "Conduct classes to teach procedures to staff.",
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Acquire, distribute and store supplies.",
      "Dispose of, or oversee the disposal of, surplus or unclaimed property."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Docs",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "Google Workspace software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "35123",
    "onet_soc": "23-2099.00",
    "onet_title": "Legal Support Workers, All Other",
    "match_score": 0.17,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "34342",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31123",
    "onet_soc": "19-3022.00",
    "onet_title": "Survey Researchers",
    "match_score": 0.25,
    "tasks": [
      "Conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.",
      "Prepare and present summaries and analyses of survey data, including tables, graphs, and fact sheets that describe survey techniques and results.",
      "Consult with clients to identify survey needs and specific requirements, such as special samples.",
      "Determine and specify details of survey projects, including sources of information, procedures to be used, and the design of survey instruments and materials.",
      "Support, plan, and coordinate operations for single or multiple surveys.",
      "Monitor and evaluate survey progress and performance, using sample disposition reports and response rate calculations.",
      "Collaborate with other researchers in the planning, implementation, and evaluation of surveys.",
      "Conduct research to gather information about survey topics.",
      "Direct and review the work of staff members, including survey support staff and interviewers who gather survey data.",
      "Direct updates and changes in survey implementation and methods."
    ],
    "technologies": [
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "JavaScript",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Active Server Pages ASP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Teams",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Perl",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31602",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "36201",
    "onet_soc": "25-3011.00",
    "onet_title": "Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",
    "match_score": 0.13,
    "tasks": [
      "Observe and evaluate students' work to determine progress and make suggestions for improvement.",
      "Observe students to determine qualifications, limitations, abilities, interests, and other individual characteristics.",
      "Establish clear objectives for all lessons, units, and projects and communicate those objectives to students.",
      "Adapt teaching methods and instructional materials to meet students' varying needs, abilities, and interests.",
      "Prepare students for further education by encouraging them to explore learning opportunities and to persevere with challenging tasks.",
      "Prepare materials and classrooms for class activities.",
      "Instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations.",
      "Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",
      "Assign and grade class work and homework.",
      "Maintain accurate and complete student records as required by laws or administrative policies."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Blackboard software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Computerized testing software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Edmodo",
        "category": "Desktop communications software",
        "hot": false
      },
      {
        "name": "Edpuzzle",
        "category": "Multi-media educational software",
        "hot": false
      },
      {
        "name": "Educational software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Google Classroom",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Kahoot!",
        "category": "Multi-media educational software",
        "hot": false
      },
      {
        "name": "Learning management system LMS",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Microsoft Publisher",
        "category": "Desktop publishing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "34110",
    "onet_soc": "23-2011.00",
    "onet_title": "Paralegals and Legal Assistants",
    "match_score": 0.25,
    "tasks": [
      "Prepare affidavits or other documents, such as legal correspondence, and organize and maintain documents in paper or electronic filing system.",
      "Prepare, edit, or review legal documents, including legislation, briefs, pleadings, appeals, wills, contracts, and real estate closing statements.",
      "Investigate facts and law of cases and search pertinent sources, such as public records and internet sources, to determine causes of action and to prepare cases.",
      "Prepare for trial by performing tasks such as organizing exhibits.",
      "Meet with clients and other professionals to discuss details of cases.",
      "Gather and analyze research data, such as statutes, decisions, and legal articles, codes, and documents.",
      "File pleadings with court clerks.",
      "Direct and coordinate law office activity, including delivery of subpoenas.",
      "Call upon witnesses to testify at hearings.",
      "Arbitrate disputes between parties and assist in the real estate closing process, such as by reviewing title searches."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "a la mode WinTOTAL",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "American LegalNet USCourtForms",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Blumbeg Drafting Libraries",
        "category": "Desktop publishing software",
        "hot": false
      },
      {
        "name": "Bowne JFS Litigator's Notebook",
        "category": "Categorization or classification software",
        "hot": false
      },
      {
        "name": "Bridgeway eCounsel",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Case analysis software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "CaseSoft TimeMap",
        "category": "Pattern design software",
        "hot": false
      },
      {
        "name": "Computer access catalog software",
        "category": "Library software",
        "hot": false
      },
      {
        "name": "Corporate Focus Solium Shareworks",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "34331",
    "onet_soc": "25-4031.00",
    "onet_title": "Library Technicians",
    "match_score": 0.25,
    "tasks": [
      "Reserve, circulate, renew, and discharge books and other materials.",
      "Answer routine telephone or in-person reference inquiries, referring patrons to librarians for further assistance, when necessary.",
      "Help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed.",
      "Deliver and retrieve items throughout the library by hand or using pushcart.",
      "Process print and non-print library materials to prepare them for inclusion in library collections.",
      "Catalogue and sort books and other print and non-print materials according to procedure and return them to shelves, files, or other designated storage areas.",
      "Enter and update patrons' records on computers.",
      "Provide assistance to teachers and students by locating materials and helping to complete special projects.",
      "Compile and maintain records relating to circulation, materials, and equipment.",
      "Take actions to halt disruption of library activities by problem patrons."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Adobe Dreamweaver",
        "category": "Web page creation and editing software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Dynix Digital Library",
        "category": "Library software",
        "hot": false
      },
      {
        "name": "Ex Libris Group Aleph",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Ex Libris Group Voyager",
        "category": "Library software",
        "hot": false
      },
      {
        "name": "FileMaker Pro",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Inmagic TextWorks",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "31132",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "31595",
    "onet_soc": "11-3031.01",
    "onet_title": "Treasurers and Controllers",
    "match_score": 0.25,
    "tasks": [
      "Establish and maintain relationships with individual or business customers or provide assistance with problems these customers may encounter.",
      "Oversee the flow of cash or financial instruments.",
      "Plan, direct, or coordinate the activities of workers in branches, offices, or departments of establishments, such as branch banks, brokerage firms, risk and insurance departments, or credit departments.",
      "Recruit staff members.",
      "Evaluate data pertaining to costs to plan budgets.",
      "Oversee training programs.",
      "Establish procedures for custody or control of assets, records, loan collateral, or securities to ensure safekeeping.",
      "Communicate with stockholders or other investors to provide information or to raise capital.",
      "Develop or analyze information to assess the current or future financial status of firms.",
      "Approve, reject, or coordinate the approval or rejection of lines of credit or commercial, real estate, or personal loans."
    ],
    "technologies": [
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic for Applications VBA",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "33461",
    "onet_soc": "13-1081.01",
    "onet_title": "Logistics Engineers",
    "match_score": 0.25,
    "tasks": [
      "Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",
      "Develop an understanding of customers' needs and take actions to ensure that such needs are met.",
      "Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.",
      "Develop proposals that include documentation for estimates.",
      "Review logistics performance with customers against targets, benchmarks, and service agreements.",
      "Direct availability and allocation of materials, supplies, and finished products.",
      "Redesign the movement of goods to maximize value and minimize costs.",
      "Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",
      "Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",
      "Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SQL Server",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic for Applications VBA",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31153",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "33462",
    "onet_soc": "19-3099.01",
    "onet_title": "Transportation Planners",
    "match_score": 0.25,
    "tasks": [
      "Define regional or local transportation planning problems or priorities.",
      "Participate in public meetings or hearings to explain planning proposals, to gather feedback from those affected by projects, or to achieve consensus on project designs.",
      "Prepare reports or recommendations on transportation planning.",
      "Collaborate with engineers to research, analyze, or resolve complex transportation design issues.",
      "Recommend transportation system improvements or projects, based on economic, population, land-use, or traffic projections.",
      "Develop computer models to address transportation planning issues.",
      "Analyze information related to transportation, such as land use policies, environmental impact of projects, or long-range planning needs.",
      "Interpret data from traffic modeling software, geographic information systems, or associated databases.",
      "Design transportation surveys to identify areas of public concern.",
      "Collaborate with other professionals to develop sustainable transportation strategies at the local, regional, or national level."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "33491",
    "onet_soc": "13-1111.00",
    "onet_title": "Management Analysts",
    "match_score": 0.25,
    "tasks": [
      "Gather and organize information on problems or procedures.",
      "Confer with personnel concerned to ensure successful functioning of newly implemented systems or procedures.",
      "Analyze data gathered and develop solutions or alternative methods of proceeding.",
      "Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.",
      "Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.",
      "Interview personnel and conduct on-site observation to ascertain unit functions, work performed, and methods, equipment, and personnel used.",
      "Prepare manuals and train workers in use of new forms, reports, procedures or equipment, according to organizational policy.",
      "Review forms and reports and confer with management and users about format, distribution, and purpose, identifying problems and improvements.",
      "Develop and implement records management program for filing, protection, and retrieval of records, and assure compliance with program.",
      "Design, evaluate, recommend, and approve changes of forms and reports."
    ],
    "technologies": [
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Alteryx software",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apache Maven",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31171",
    "onet_soc": "17-2112.03",
    "onet_title": "Manufacturing Engineers",
    "match_score": 0.25,
    "tasks": [
      "Estimate production costs, cost saving methods, and the effects of product design changes on expenditures for management review, action, and control.",
      "Plan and establish sequence of operations to fabricate and assemble parts or products and to promote efficient utilization.",
      "Analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product.",
      "Confer with clients, vendors, staff, and management personnel regarding purchases, product and production specifications, manufacturing capabilities, or project status.",
      "Communicate with management and user personnel to develop production and design standards.",
      "Evaluate precision and accuracy of production and testing equipment and engineering drawings to formulate corrective action plan.",
      "Recommend methods for improving utilization of personnel, material, and utilities.",
      "Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.",
      "Draft and design layout of equipment, materials, and workspace to illustrate maximum efficiency using drafting tools and computer.",
      "Direct workers engaged in product measurement, inspection, and testing activities to ensure quality control and reliability."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31185",
    "onet_soc": "53-5011.00",
    "onet_title": "Sailors and Marine Oilers",
    "match_score": 0.17,
    "tasks": [
      "Tie barges together into tow units for tugboats to handle, inspecting barges periodically during voyages and disconnecting them when destinations are reached.",
      "Attach hoses and operate pumps to transfer substances to and from liquid cargo tanks.",
      "Handle lines to moor vessels to wharfs, to tie up vessels to other vessels, or to rig towing lines.",
      "Read pressure and temperature gauges or displays and record data in engineering logs.",
      "Stand watch in ships' bows or bridge wings to look for obstructions in a ship's path or to locate navigational aids, such as buoys or lighthouses.",
      "Maintain government-issued certifications, as required.",
      "Examine machinery to verify specified pressures or lubricant flows.",
      "Maintain a ship's engines under the direction of the ship's engineering officers.",
      "Break out, rig, and stow cargo-handling gear, stationary rigging, or running gear.",
      "Lubricate machinery, equipment, or engine parts, such as gears, shafts, or bearings."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Computerized maintenance management system CMMS",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "KNMI TurboWin",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Kongsberg Maritime K-Log Deck Logbook",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Log book software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Operating system software",
        "category": "Operating system software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "31510",
    "onet_soc": "11-9041.00",
    "onet_title": "Architectural and Engineering Managers",
    "match_score": 0.17,
    "tasks": [
      "Manage the coordination and overall integration of technical activities in architecture or engineering projects.",
      "Direct, review, or approve project design changes.",
      "Consult or negotiate with clients to prepare project specifications.",
      "Prepare budgets, bids, or contracts.",
      "Present and explain proposals, reports, or findings to clients.",
      "Confer with management, production, or marketing staff to discuss project specifications or procedures.",
      "Assess project feasibility by analyzing technology, resource needs, or market demand.",
      "Review, recommend, or approve contracts or cost estimates.",
      "Develop or implement policies, standards, or procedures for engineering and technical work.",
      "Establish scientific or technical goals within broad outlines provided by top management."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apache Maven",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31213",
    "onet_soc": "17-1022.01",
    "onet_title": "Geodetic Surveyors",
    "match_score": 0.25,
    "tasks": [
      "Direct or conduct surveys to establish legal boundaries for properties, based on legal deeds and titles.",
      "Prepare and maintain sketches, maps, reports, and legal descriptions of surveys to describe, certify, and assume liability for work performed.",
      "Write descriptions of property boundary surveys for use in deeds, leases, or other legal documents.",
      "Verify the accuracy of survey data, including measurements and calculations conducted at survey sites.",
      "Search legal records, survey records, and land titles to obtain information about property boundaries in areas to be surveyed.",
      "Record the results of surveys, including the shape, contour, location, elevation, and dimensions of land or land features.",
      "Prepare, or supervise preparation of, all data, charts, plots, maps, records, and documents related to surveys.",
      "Compute geodetic measurements and interpret survey data to determine positions, shapes, and elevations of geomorphic and topographic features.",
      "Calculate heights, depths, relative positions, property lines, and other characteristics of terrain.",
      "Plan and conduct ground surveys designed to establish baselines, elevations, and other geodetic measurements."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "33223",
    "onet_soc": "11-9051.00",
    "onet_title": "Food Service Managers",
    "match_score": 0.33,
    "tasks": [
      "Count money and make bank deposits.",
      "Establish standards for personnel performance and customer service.",
      "Keep records required by government agencies regarding sanitation or food subsidies.",
      "Schedule staff hours and assign duties.",
      "Investigate and resolve complaints regarding food quality, service, or accommodations.",
      "Maintain food and equipment inventories, and keep inventory records.",
      "Perform some food preparation or service tasks, such as cooking, clearing tables, and serving food and drinks when necessary.",
      "Monitor budgets and payroll records, and review financial transactions to ensure that expenditures are authorized and budgeted.",
      "Schedule and receive food and beverage deliveries, checking delivery contents to verify product quality and quantity.",
      "Coordinate assignments of cooking personnel to ensure economical use of food and timely preparation."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Aestiva Employee Time Clock",
        "category": "Time accounting software",
        "hot": false
      },
      {
        "name": "Apache Groovy",
        "category": "Object or component oriented development software",
        "hot": false
      },
      {
        "name": "Army Food Management Information System",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Aurora FoodPro",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "ChefDesk Chef's Calculators",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "ClubSoft Food & Beverage Point of Sale",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Culinary Software Services ChefTec",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "DataTeam Lunch Express",
        "category": "Point of sale POS software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "34222",
    "onet_soc": "25-3099.00",
    "onet_title": "Teachers and Instructors, All Other",
    "match_score": 0.25,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "32551",
    "onet_soc": "31-9011.00",
    "onet_title": "Massage Therapists",
    "match_score": 0.5,
    "tasks": [
      "Confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful.",
      "Massage and knead muscles and soft tissues of the body to provide treatment for medical conditions, injuries, or wellness maintenance.",
      "Maintain massage areas by restocking supplies or sanitizing equipment.",
      "Apply finger and hand pressure to specific points of the body.",
      "Develop and propose client treatment plans that specify which types of massage are to be used.",
      "Maintain treatment records.",
      "Assess clients' soft tissue condition, joint quality and function, muscle strength, and range of motion.",
      "Provide clients with guidance and information about techniques for postural improvement and stretching, strengthening, relaxation, and rehabilitative exercises.",
      "Treat clients in professional settings or travel to clients' offices and homes.",
      "Refer clients to other types of therapists when necessary."
    ],
    "technologies": [
      {
        "name": "ICS Software SammyUSA",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Land Software Customer Pro-File",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Massage Suite",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "WinCity Custom Software WinCity Massage SOAP Notes",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "31181",
    "onet_soc": "17-2141.00",
    "onet_title": "Mechanical Engineers",
    "match_score": 0.25,
    "tasks": [
      "Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.",
      "Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.",
      "Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.",
      "Confer with engineers or other personnel to implement operating procedures, resolve system malfunctions, or provide technical information.",
      "Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.",
      "Recommend design modifications to eliminate machine or system malfunctions.",
      "Research and analyze customer design proposals, specifications, manuals, or other data to evaluate the feasibility, cost, or maintenance requirements of designs or applications.",
      "Provide technical customer service.",
      "Oversee installation, operation, maintenance, or repair to ensure that machines or equipment are installed and functioning according to specifications.",
      "Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Chef",
        "category": "Configuration management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31151",
    "onet_soc": "17-3027.00",
    "onet_title": "Mechanical Engineering Technologists and Technicians",
    "match_score": 0.25,
    "tasks": [
      "Assemble or disassemble complex mechanical systems.",
      "Interpret engineering sketches, specifications, or drawings.",
      "Calculate required capacities for equipment of proposed system to obtain specified performance and submit data to engineering personnel for approval.",
      "Review project instructions and blueprints to ascertain test specifications, procedures, and objectives, and test nature of technical problems such as redesign.",
      "Provide technical support to other employees regarding mechanical design, fabrication, testing, or documentation.",
      "Test machines, components, materials, or products to determine characteristics such as performance, strength, or response to stress.",
      "Draft detail drawing or sketch for drafting room completion or to request parts fabrication by machine, sheet or wood shops.",
      "Analyze test results in relation to design or rated specifications and test objectives, and modify or adjust equipment to meet specifications.",
      "Record test procedures and results, numerical and graphical data, and recommendations for changes in product or test methods.",
      "Prepare specifications, designs, or sketches for machines, components, or systems related to the generation, transmission, or use of mechanical or fluid energy."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SharePoint",
        "category": "Document management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "35211",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "32120",
    "onet_soc": "29-2011.00",
    "onet_title": "Medical and Clinical Laboratory Technologists",
    "match_score": 0.25,
    "tasks": [
      "Analyze samples of biological material for chemical content or reaction.",
      "Analyze laboratory findings to check the accuracy of the results.",
      "Conduct chemical analysis of body fluids, including blood, urine, or spinal fluid, to determine presence of normal or abnormal components.",
      "Enter data from analysis of medical tests or clinical results into computer for storage.",
      "Collect and study blood samples to determine the number of cells, their morphology, or their blood group, blood type, or compatibility for transfusion purposes, using microscopic techniques.",
      "Set up, clean, and maintain laboratory equipment.",
      "Operate, calibrate, or maintain equipment used in quantitative or qualitative analysis, such as spectrophotometers, calorimeters, flame photometers, or computer-controlled analyzers.",
      "Establish or monitor quality assurance programs or activities to ensure the accuracy of laboratory results.",
      "Supervise, train, or direct lab assistants, medical and clinical laboratory technicians or technologists, or other medical laboratory workers engaged in laboratory testing.",
      "Select and prepare specimens and media for cell cultures, using aseptic technique and knowledge of medium components and cell requirements."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Antek HealthWare LabDAQ",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Aspyra CyberLAB",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Brady Specimen Labeling System",
        "category": "Label making software",
        "hot": false
      },
      {
        "name": "Cell Bioscience Automated Image Capture",
        "category": "Analytical or scientific software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "32112",
    "onet_soc": "29-2036.00",
    "onet_title": "Medical Dosimetrists",
    "match_score": 0.25,
    "tasks": [
      "Design the arrangement of radiation fields to reduce exposure to critical patient structures, such as organs, using computers, manuals, and guides.",
      "Plan the use of beam modifying devices, such as compensators, shields, and wedge filters, to ensure safe and effective delivery of radiation treatment.",
      "Identify and outline bodily structures, using imaging procedures, such as x-ray, magnetic resonance imaging, computed tomography, or positron emission tomography.",
      "Calculate the delivery of radiation treatment, such as the amount or extent of radiation per session, based on the prescribed course of radiation therapy.",
      "Calculate, or verify calculations of, prescribed radiation doses.",
      "Develop radiation treatment plans in consultation with members of the radiation oncology team.",
      "Supervise or perform simulations for tumor localizations, using imaging methods such as magnetic resonance imaging, computed tomography, or positron emission tomography scans.",
      "Create and transfer reference images and localization markers for treatment delivery, using image-guided radiation therapy.",
      "Record patient information, such as radiation doses administered, in patient records.",
      "Advise oncology team members on use of beam modifying or immobilization devices in radiation treatment plans."
    ],
    "technologies": [
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Medical condition coding software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "33225",
    "onet_soc": "43-6011.00",
    "onet_title": "Executive Secretaries and Executive Administrative Assistants",
    "match_score": 0.17,
    "tasks": [
      "Manage and maintain executives' schedules.",
      "Make travel arrangements for executives.",
      "Prepare invoices, reports, memos, letters, financial statements, and other documents, using word processing, spreadsheet, database, or presentation software.",
      "Coordinate and direct office services, such as records, departmental finances, budget preparation, personnel issues, and housekeeping, to aid executives.",
      "Answer phone calls and direct calls to appropriate parties or take messages.",
      "Prepare responses to correspondence containing routine inquiries.",
      "Open, sort, and distribute incoming correspondence, including faxes and email.",
      "Greet visitors and determine whether they should be given access to specific individuals.",
      "Prepare agendas and make arrangements, such as coordinating catering for luncheons, for committee, board, and other meetings.",
      "Conduct research, compile data, and prepare papers for consideration and presentation by executives, committees, and boards of directors."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Team Foundation Server",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "36204",
    "onet_soc": "25-3099.00",
    "onet_title": "Teachers and Instructors, All Other",
    "match_score": 0.25,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "39910",
    "onet_soc": "21-2099.00",
    "onet_title": "Religious Workers, All Other",
    "match_score": 0.25,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "32572",
    "onet_soc": "19-5011.00",
    "onet_title": "Occupational Health and Safety Specialists",
    "match_score": 0.38,
    "tasks": [
      "Recommend measures to help protect workers from potentially hazardous work methods, processes, or materials.",
      "Develop or maintain hygiene programs, such as noise surveys, continuous atmosphere monitoring, ventilation surveys, or asbestos management plans.",
      "Order suspension of activities that pose threats to workers' health or safety.",
      "Investigate accidents to identify causes or to determine how such accidents might be prevented in the future.",
      "Inspect or evaluate workplace environments, equipment, or practices to ensure compliance with safety standards and government regulations.",
      "Collect samples of dust, gases, vapors, or other potentially toxic materials for analysis.",
      "Collaborate with engineers or physicians to institute control or remedial measures for hazardous or potentially hazardous conditions or equipment.",
      "Investigate the adequacy of ventilation, exhaust equipment, lighting, or other conditions that could affect employee health, comfort, or performance.",
      "Conduct safety training or education programs and demonstrate the use of safety equipment.",
      "Investigate health-related complaints and inspect facilities to ensure that they comply with public health legislation and regulations."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Active Server Pages ASP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Curtis Management Resources Training Management System",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "EcoLogic ADAM Indoor Air Quality and Analytical Data Management",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ESS Compliance Suite",
        "category": "Compliance software",
        "hot": false
      },
      {
        "name": "ImageWave MSDSFinder",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Mannus Compliance: EHS",
        "category": "Compliance software",
        "hot": false
      },
      {
        "name": "Medgate Enterprise EHS",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "33224",
    "onet_soc": "11-2022.00",
    "onet_title": "Sales Managers",
    "match_score": 0.25,
    "tasks": [
      "Oversee regional and local sales managers and their staffs.",
      "Resolve customer complaints regarding sales and service.",
      "Monitor customer preferences to determine focus of sales efforts.",
      "Confer with potential customers regarding equipment needs, and advise customers on types of equipment to purchase.",
      "Review operational records and reports to project sales and determine profitability.",
      "Plan and direct staffing, training, and performance evaluations to develop and control sales and service programs.",
      "Direct and coordinate activities involving sales of manufactured products, services, commodities, real estate, or other subjects of sale.",
      "Determine price schedules and discount rates.",
      "Prepare budgets and approve budget expenditures.",
      "Confer or consult with department heads to plan advertising services and to secure information on equipment and customer specifications."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "33492",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "32540",
    "onet_soc": "29-2081.00",
    "onet_title": "Opticians, Dispensing",
    "match_score": 0.26,
    "tasks": [
      "Measure clients' bridge and eye size, temple length, vertex distance, pupillary distance, and optical centers of eyes, using measuring devices.",
      "Verify that finished lenses are ground to specifications.",
      "Evaluate prescriptions in conjunction with clients' vocational and avocational visual requirements.",
      "Recommend specific lenses, lens coatings, and frames to suit client needs.",
      "Assist clients in selecting frames according to style and color, and ensure that frames are coordinated with facial and eye measurements and optical prescriptions.",
      "Maintain records of customer prescriptions, work orders, and payments.",
      "Heat, shape, or bend plastic or metal frames to adjust eyeglasses to fit clients, using pliers and hands.",
      "Show customers how to insert, remove, and care for their contact lenses.",
      "Determine clients' current lens prescriptions, when necessary, using lensometers or lens analyzers and clients' eyeglasses.",
      "Prepare work orders and instructions for grinding lenses and fabricating eyeglasses."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Compulink Eyecare Advantage",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Cygnet Infotech Optifocus",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Diversified Ophthalmics Practice Maximus",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "EMRlogic Systems ENTERPRISE Visions",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "EZ-Zone Optizone Enterprise",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "First Insight MaximEyes",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "HealthLine Systems Eyecom",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Insight Software My Vision Express",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Inventory management systems",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "OfficeMate Software Solutions OfficeMate",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "32591",
    "onet_soc": "29-2043.00",
    "onet_title": "Paramedics",
    "match_score": 0.16,
    "tasks": [
      "Administer drugs, orally or by injection, or perform intravenous procedures.",
      "Administer first aid treatment or life support care to sick or injured persons in prehospital settings.",
      "Assess nature and extent of illness or injury to establish and prioritize medical procedures.",
      "Attend training classes to maintain certification licensure, keep abreast of new developments in the field, or maintain existing knowledge.",
      "Comfort and reassure patients.",
      "Coordinate with treatment center personnel to obtain patients' vital statistics and medical history, to determine the circumstances of the emergency, and to administer emergency treatment.",
      "Coordinate work with other emergency medical team members or police or fire department personnel.",
      "Instruct emergency medical response team about emergency interventions to ensure correct application of procedures.",
      "Observe, record, and report to physician the patient's condition or injury, the treatment provided, and reactions to drugs or treatment.",
      "Operate equipment, such as electrocardiograms (EKGs), external defibrillators, or bag valve mask resuscitators, in advanced life support environments."
    ],
    "technologies": [
      {
        "name": "Apple iOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Epocrates",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "HyperTox",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Informed EMS Field Guide",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Iterum eMedic",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "MedDataSolutions Regist*r",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Medical Wizards ER & ICU ToolBox",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Medical Wizards ER Suite",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Medical Wizards Paramedics ToolBox",
        "category": "Information retrieval or search software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "34343",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "32130",
    "onet_soc": "29-2052.00",
    "onet_title": "Pharmacy Technicians",
    "match_score": 0.25,
    "tasks": [
      "Receive written prescription or refill requests and verify that information is complete and accurate.",
      "Enter prescription information into computer databases.",
      "Establish or maintain patient profiles, including lists of medications taken by individual patients.",
      "Maintain proper storage and security conditions for drugs.",
      "Receive and store incoming supplies, verify quantities against invoices, check for outdated medications in current inventory, and inform supervisors of stock needs and shortages.",
      "Answer telephones, responding to questions or requests.",
      "Assist customers by answering simple questions, locating items, or referring them to the pharmacist for medication information.",
      "Operate cash registers to accept payment from customers.",
      "Price and file prescriptions that have been filled.",
      "Mix pharmaceutical preparations, according to written prescriptions."
    ],
    "technologies": [
      {
        "name": "Apple Safari",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Edge",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Mozilla Firefox",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Billing and reimbursement software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Compounder software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Drug compatibility software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Inventory management software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Label-making software",
        "category": "Label making software",
        "hot": false
      },
      {
        "name": "Medical condition coding software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Patient record maintenance software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "34310",
    "onet_soc": "27-4021.00",
    "onet_title": "Photographers",
    "match_score": 0.16,
    "tasks": [
      "Adjust apertures, shutter speeds, and camera focus according to a combination of factors, such as lighting, field depth, subject motion, film type, and film speed.",
      "Create artificial light, using flashes and reflectors.",
      "Determine desired images and picture composition, selecting and adjusting subjects, equipment, and lighting to achieve desired effects.",
      "Transfer photographs to computers for editing, archiving, and electronic transmission.",
      "Use traditional or digital cameras, along with a variety of equipment, such as tripods, filters, and flash attachments.",
      "Manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.",
      "Take pictures of individuals, families, and small groups, either in studio or on location.",
      "Enhance, retouch, and resize photographs and negatives, using airbrushing and other techniques.",
      "Test equipment prior to use to ensure that it is in good working order.",
      "Estimate or measure light levels, distances, and numbers of exposures needed, using measuring devices and formulas."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "WordPress",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop Lightroom",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Apple Final Cut Pro",
        "category": "Video creation and editing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "34223",
    "onet_soc": "39-9031.00",
    "onet_title": "Exercise Trainers and Group Fitness Instructors",
    "match_score": 0.2,
    "tasks": [
      "Observe participants and inform them of corrective measures necessary for skill improvement.",
      "Offer alternatives during classes to accommodate different levels of fitness.",
      "Monitor participants' progress and adapt programs as needed.",
      "Plan routines, choose appropriate music, and choose different movements for each set of muscles, depending on participants' capabilities and limitations.",
      "Evaluate individuals' abilities, needs, and physical conditions, and develop suitable training programs to meet any special requirements.",
      "Instruct participants in maintaining exertion levels to maximize benefits from exercise routines.",
      "Teach and demonstrate use of gymnastic and training equipment, such as trampolines and weights.",
      "Explain and enforce safety rules and regulations governing sports, recreational activities, and the use of exercise equipment.",
      "Teach proper breathing techniques used during physical exertion.",
      "Maintain fitness equipment."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "BioEx Systems Exercise Expert",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "BioEx Systems Fitness Maker",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "BioEx Systems Nutrition Maker Plus",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "DietMaster Systems DietMaster",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "EZFacility Trainer Management System",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "ICTraining",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "MYOB BusinessEssentials",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Online River Software Personal Trainer Pro",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Sage 50 Accounting",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Sage Simply Accounting",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Visual Health Information The Trainer's Exercise Toolbox",
        "category": "Desktop publishing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "31574",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31601",
    "onet_soc": "11-3013.00",
    "onet_title": "Facilities Managers",
    "match_score": 0.25,
    "tasks": [
      "Monitor the facility to ensure that it remains safe, secure, and well-maintained.",
      "Oversee the maintenance and repair of machinery, equipment, and electrical and mechanical systems.",
      "Oversee construction and renovation projects to improve efficiency and to ensure that facilities meet environmental, health, and security standards, and comply with government regulations.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Participate in architectural and engineering planning and design, including space and installation management.",
      "Set goals and deadlines for the department.",
      "Conduct classes to teach procedures to staff.",
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Acquire, distribute and store supplies.",
      "Dispose of, or oversee the disposal of, surplus or unclaimed property."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "36100",
    "onet_soc": "25-1081.00",
    "onet_title": "Education Teachers, Postsecondary",
    "match_score": 0.33,
    "tasks": [
      "Prepare course materials, such as syllabi, homework assignments, and handouts.",
      "Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",
      "Compile, administer, and grade examinations, or assign this work to others.",
      "Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.",
      "Supervise students' fieldwork, internship, and research work.",
      "Evaluate and grade students' class work, assignments, and papers.",
      "Prepare and deliver lectures to undergraduate or graduate students on topics such as children's literature, learning and development, and reading instruction.",
      "Initiate, facilitate, and moderate classroom discussions.",
      "Collaborate with colleagues to address teaching and research issues.",
      "Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction."
    ],
    "technologies": [
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Blackboard Learn",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Blackboard software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Course management system software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Desire2Learn LMS software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Desmos",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "DOC Cop",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Geogebra",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Image scanning software",
        "category": "Optical character reader OCR or scanning software",
        "hot": false
      },
      {
        "name": "iParadigms Turnitin",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Learning management system LMS",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Padlet",
        "category": "Computer based training software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "36910",
    "onet_soc": "33-9021.00",
    "onet_title": "Private Detectives and Investigators",
    "match_score": 0.17,
    "tasks": [
      "Write reports or case summaries to document investigations.",
      "Conduct private investigations on a paid basis.",
      "Search computer databases, credit reports, public records, tax or legal filings, or other resources to locate persons or to compile information for investigations.",
      "Conduct personal background investigations, such as pre-employment checks, to obtain information about an individual's character, financial status, or personal history.",
      "Expose fraudulent insurance claims or stolen funds.",
      "Obtain and analyze information on suspects, crimes, or disturbances to solve cases, to identify criminal activity, or to gather information for court cases.",
      "Testify at hearings or court trials to present evidence.",
      "Question persons to obtain evidence for cases of divorce, child custody, or missing persons or information about individuals' character or financial status.",
      "Observe and document activities of individuals to detect unlawful acts or to obtain evidence for cases, using binoculars and still or video cameras.",
      "Confer with establishment officials, security departments, police, or postal officials to identify problems, provide information, or receive instructions."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Computer imaging software",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "LexisNexis",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Operating system software",
        "category": "Operating system software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "31173",
    "onet_soc": "11-9041.00",
    "onet_title": "Architectural and Engineering Managers",
    "match_score": 0.17,
    "tasks": [
      "Manage the coordination and overall integration of technical activities in architecture or engineering projects.",
      "Direct, review, or approve project design changes.",
      "Consult or negotiate with clients to prepare project specifications.",
      "Prepare budgets, bids, or contracts.",
      "Present and explain proposals, reports, or findings to clients.",
      "Confer with management, production, or marketing staff to discuss project specifications or procedures.",
      "Assess project feasibility by analyzing technology, resource needs, or market demand.",
      "Review, recommend, or approve contracts or cost estimates.",
      "Develop or implement policies, standards, or procedures for engineering and technical work.",
      "Establish scientific or technical goals within broad outlines provided by top management."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apache Maven",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31172",
    "onet_soc": "51-9199.00",
    "onet_title": "Production Workers, All Other",
    "match_score": 0.25,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "33232",
    "onet_soc": "13-1021.00",
    "onet_title": "Buyers and Purchasing Agents, Farm Products",
    "match_score": 0.2,
    "tasks": [
      "Purchase, for further processing or for resale, farm products, such as milk, grains, or Christmas trees.",
      "Arrange for processing or resale of purchased products.",
      "Negotiate contracts with farmers for the production or purchase of farm products.",
      "Arrange for transportation or storage of purchased products.",
      "Maintain records of business transactions and product inventories, reporting data to companies or government agencies as necessary.",
      "Review orders to determine product types and quantities required to meet demand.",
      "Examine or test crops or products to estimate their value, determine their grade, or locate any evidence of disease or insect damage.",
      "Coordinate or direct activities of workers engaged in cutting, transporting, storing, or milling products and maintaining records.",
      "Sell supplies, such as seed, feed, fertilizers, or insecticides, arranging for loans or financing as necessary.",
      "Advise farm groups or growers on land preparation or livestock care techniques that will maximize the quantity and quality of production."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Google Angular",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Customer relationship management CRM software",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Deltek Costpoint",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Enterprise resource planning ERP system",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Inventory management systems",
        "category": "Inventory management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "31175",
    "onet_soc": "15-1253.00",
    "onet_title": "Software Quality Assurance Analysts and Testers",
    "match_score": 0.2,
    "tasks": [
      "Identify, analyze, and document problems with program function, output, online screen, or content.",
      "Document software defects, using a bug tracking system, and report defects to software developers.",
      "Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.",
      "Design test plans, scenarios, scripts, or procedures.",
      "Document test procedures to ensure replicability and compliance with standards.",
      "Provide feedback and recommendations to developers on software usability and functionality.",
      "Install, maintain, or use software testing programs.",
      "Test system modifications to prepare for implementation.",
      "Create or maintain databases of known test defects.",
      "Develop or specify standards, methods, or procedures to determine product quality or release readiness."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "33340",
    "onet_soc": "41-9022.00",
    "onet_title": "Real Estate Sales Agents",
    "match_score": 0.38,
    "tasks": [
      "Prepare documents such as representation contracts, purchase agreements, closing statements, deeds, and leases.",
      "Present purchase offers to sellers for consideration.",
      "Act as an intermediary in negotiations between buyers and sellers, generally representing one or the other.",
      "Generate lists of properties that are compatible with buyers' needs and financial resources.",
      "Confer with escrow companies, lenders, home inspectors, and pest control operators to ensure that terms and conditions of purchase agreements are met before closing dates.",
      "Promote sales of properties through advertisements, open houses, and participation in multiple listing services.",
      "Compare a property with similar properties that have recently sold to determine its competitive market price.",
      "Coordinate property closings, overseeing signing of documents and disbursement of funds.",
      "Interview clients to determine what kinds of properties they are seeking.",
      "Contact previous clients for prospecting of referral business."
    ],
    "technologies": [
      {
        "name": "Canva",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Teams",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Yardi software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Agent Business Builder",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Argosy Legal Systems Power Closer",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "CMA Stuffers",
        "category": "Expert system software",
        "hot": false
      },
      {
        "name": "Commercial and industrial development project cost analysis software",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "DataBasix Technologies Lead Commander",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "DeLorme Topo USA",
        "category": "Map creation software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "36991",
    "onet_soc": "25-3099.00",
    "onet_title": "Teachers and Instructors, All Other",
    "match_score": 0.26,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "31124",
    "onet_soc": "27-3042.00",
    "onet_title": "Technical Writers",
    "match_score": 0.25,
    "tasks": [
      "Organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.",
      "Maintain records and files of work and revisions.",
      "Edit, standardize, or make changes to material prepared by other writers or establishment personnel.",
      "Select photographs, drawings, sketches, diagrams, and charts to illustrate material.",
      "Interview production and engineering personnel and read journals and other material to become familiar with product technologies and production methods.",
      "Develop or maintain online help documentation.",
      "Assist in laying out material for publication.",
      "Study drawings, specifications, mockups, and product samples to integrate and delineate technology, operating procedure, and production sequence and detail.",
      "Arrange for typing, duplication, and distribution of material.",
      "Observe production, developmental, and experimental activities to determine operating procedure and detail."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Cascading style sheets CSS",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "GitHub",
        "category": "Application server software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31597",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31214",
    "onet_soc": "11-9041.00",
    "onet_title": "Architectural and Engineering Managers",
    "match_score": 0.17,
    "tasks": [
      "Manage the coordination and overall integration of technical activities in architecture or engineering projects.",
      "Direct, review, or approve project design changes.",
      "Consult or negotiate with clients to prepare project specifications.",
      "Prepare budgets, bids, or contracts.",
      "Present and explain proposals, reports, or findings to clients.",
      "Confer with management, production, or marketing staff to discuss project specifications or procedures.",
      "Assess project feasibility by analyzing technology, resource needs, or market demand.",
      "Review, recommend, or approve contracts or cost estimates.",
      "Develop or implement policies, standards, or procedures for engineering and technical work.",
      "Establish scientific or technical goals within broad outlines provided by top management."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apache Maven",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "33394",
    "onet_soc": "11-3013.01",
    "onet_title": "Security Managers",
    "match_score": 0.25,
    "tasks": [
      "Monitor the facility to ensure that it remains safe, secure, and well-maintained.",
      "Oversee the maintenance and repair of machinery, equipment, and electrical and mechanical systems.",
      "Oversee construction and renovation projects to improve efficiency and to ensure that facilities meet environmental, health, and security standards, and comply with government regulations.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Participate in architectural and engineering planning and design, including space and installation management.",
      "Set goals and deadlines for the department.",
      "Conduct classes to teach procedures to staff.",
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Acquire, distribute and store supplies.",
      "Dispose of, or oversee the disposal of, surplus or unclaimed property."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31720",
    "onet_soc": "17-2111.00",
    "onet_title": "Health and Safety Engineers, Except Mining Safety Engineers and Inspectors",
    "match_score": 0.2,
    "tasks": [
      "Investigate industrial accidents, injuries, or occupational diseases to determine causes and preventive measures.",
      "Conduct research to evaluate safety levels for products.",
      "Evaluate product designs for safety.",
      "Conduct or coordinate worker training in areas such as safety laws and regulations, hazardous condition monitoring, and use of safety equipment.",
      "Maintain and apply knowledge of current policies, regulations, and industrial processes.",
      "Recommend procedures for detection, prevention, and elimination of physical, chemical, or other product hazards.",
      "Report or review findings from accident investigations, facilities inspections, or environmental testing.",
      "Evaluate potential health hazards or damage that could occur from product misuse.",
      "Evaluate adequacy of actions taken to correct health inspection violations.",
      "Interpret safety regulations for others interested in industrial safety, such as safety engineers, labor representatives, and safety inspectors."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Active Server Pages ASP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31142",
    "onet_soc": "53-4031.00",
    "onet_title": "Railroad Conductors and Yardmasters",
    "match_score": 0.17,
    "tasks": [
      "Signal engineers to begin train runs, stop trains, or change speed, using telecommunications equipment or hand signals.",
      "Confer with engineers regarding train routes, timetables, and cargoes, and to discuss alternative routes when there are rail defects or obstructions.",
      "Receive information regarding train or rail problems from dispatchers or from electronic monitoring devices.",
      "Receive instructions from dispatchers regarding trains' routes, timetables, and cargoes.",
      "Direct and instruct workers engaged in yard activities, such as switching tracks, coupling and uncoupling cars, and routing inbound and outbound traffic.",
      "Operate controls to activate track switches and traffic signals.",
      "Keep records of the contents and destination of each train car, and make sure that cars are added or removed at proper points on routes.",
      "Arrange for the removal of defective cars from trains at stations or stops.",
      "Direct engineers to move cars to fit planned train configurations, combining or separating cars to make up or break up trains.",
      "Inspect each car periodically during runs."
    ],
    "technologies": [
      {
        "name": "Automated equipment identification AEI software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Bourque Data Systems YardMaster",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      },
      {
        "name": "Freight reservation software",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Positive train control PTC systems",
        "category": "Expert system software",
        "hot": false
      },
      {
        "name": "RailComm DocYard",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "SAIC government services and IT support software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Softrail AEI Automatic Yard Tracking System",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Softrail AEI Rail & Road Manager",
        "category": "Inventory management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "33312",
    "onet_soc": "41-3041.00",
    "onet_title": "Travel Agents",
    "match_score": 0.25,
    "tasks": [
      "Collect payment for transportation and accommodations from customer.",
      "Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",
      "Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",
      "Compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.",
      "Record and maintain information on clients, vendors, and travel packages.",
      "Book transportation and hotel reservations, using computer or telephone.",
      "Print or request transportation carrier tickets, using computer printer system or system link to travel carrier.",
      "Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "SAP Concur",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Amadeus CRS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Colibripms Software Colibri",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "DataSwell",
        "category": "Business intelligence and data analysis software",
        "hot": false
      },
      {
        "name": "Galor Travel Booster",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Global distribution system GDS software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Illusions Online Illusions OnDemand",
        "category": "Business intelligence and data analysis software",
        "hot": false
      },
      {
        "name": "MGHworld Travel Agents",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Orbitz Worldwide Orbitz for Agents",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Rezopia",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "34122",
    "onet_soc": "25-1113.00",
    "onet_title": "Social Work Teachers, Postsecondary",
    "match_score": 0.25,
    "tasks": [
      "Initiate, facilitate, and moderate classroom discussions.",
      "Prepare course materials, such as syllabi, homework assignments, or handouts.",
      "Compile, administer, and grade examinations, or assign this work to others.",
      "Supervise students' laboratory and field work.",
      "Prepare and deliver lectures to undergraduate or graduate students on topics such as family behavior, child and adolescent mental health, or social intervention evaluation.",
      "Supervise undergraduate or graduate teaching, internship, and research work.",
      "Evaluate and grade students' class work, assignments, and papers.",
      "Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.",
      "Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.",
      "Collaborate with colleagues and community agencies to address teaching and research issues."
    ],
    "technologies": [
      {
        "name": "Blackboard Learn",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Course management system software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Desire2Learn LMS software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "DOC Cop",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Image scanning software",
        "category": "Optical character reader OCR or scanning software",
        "hot": false
      },
      {
        "name": "iParadigms Turnitin",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Learning management system LMS",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Moodle",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Sakai CLE",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "32111",
    "onet_soc": "29-2032.00",
    "onet_title": "Diagnostic Medical Sonographers",
    "match_score": 0.17,
    "tasks": [
      "Observe screen during scan to ensure that image produced is satisfactory for diagnostic purposes, making adjustments to equipment as required.",
      "Observe and care for patients throughout examinations to ensure their safety and comfort.",
      "Provide sonogram and oral or written summary of technical findings to physician for use in medical diagnosis.",
      "Select appropriate equipment settings and adjust patient positions to obtain the best sites and angles.",
      "Operate ultrasound equipment to produce and record images of the motion, shape, and composition of blood, organs, tissues, or bodily masses, such as fluid accumulations.",
      "Decide which images to include, looking for differences between healthy and pathological areas.",
      "Prepare patient for exam by explaining procedure, transferring patient to ultrasound table, scrubbing skin and applying gel, and positioning patient properly.",
      "Determine whether scope of exam should be extended, based on findings.",
      "Obtain and record accurate patient history, including prior test results or information from physical examinations.",
      "Maintain records that include patient information, sonographs and interpretations, files of correspondence, publications and regulations, or quality assurance records, such as pathology, biopsy, or post-operative reports."
    ],
    "technologies": [
      {
        "name": "eClinicalWorks EHR software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Medical procedure coding software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Patient medical record software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "34221",
    "onet_soc": "27-2022.00",
    "onet_title": "Coaches and Scouts",
    "match_score": 0.25,
    "tasks": [
      "Plan, organize, and conduct practice sessions.",
      "Provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours.",
      "Adjust coaching techniques, based on the strengths and weaknesses of athletes.",
      "Instruct individuals or groups in sports rules, game strategies, and performance principles, such as specific ways of moving the body, hands, or feet, to achieve desired results.",
      "Plan strategies and choose team members for individual games or sports seasons.",
      "Monitor the academic eligibility of student athletes.",
      "Counsel student athletes on academic, athletic, and personal issues.",
      "Analyze the strengths and weaknesses of opposing teams to develop game strategies.",
      "Coordinate travel arrangements and travel with team to away contests.",
      "Evaluate athletes' skills and review performance records to determine their fitness and potential in a particular area of athletics."
    ],
    "technologies": [
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Bloomz",
        "category": "Desktop communications software",
        "hot": false
      },
      {
        "name": "Edmodo",
        "category": "Desktop communications software",
        "hot": false
      },
      {
        "name": "Edpuzzle",
        "category": "Multi-media educational software",
        "hot": false
      },
      {
        "name": "Edulastic",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Flipgrid",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Google Classroom",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Google Drive",
        "category": "Cloud-based data access and sharing software",
        "hot": false
      },
      {
        "name": "Graphics creation software",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Microsoft Publisher",
        "category": "Desktop publishing software",
        "hot": false
      },
      {
        "name": "Motion analysis software",
        "category": "Analytical or scientific software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "33133",
    "onet_soc": "13-2082.00",
    "onet_title": "Tax Preparers",
    "match_score": 0.25,
    "tasks": [
      "Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.",
      "Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.",
      "Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.",
      "Interview clients to obtain additional information on taxable income and deductible expenses and allowances.",
      "Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.",
      "Review financial records, such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.",
      "Check data input or verify totals on forms prepared by others to detect errors in arithmetic, data entry, or procedures.",
      "Explain federal and state tax laws to individuals and companies.",
      "Answer questions and provide future tax planning to clients.",
      "Consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "ACI TaskTracker",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "ATX Total Accounting Office",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "ATX Total Tax Office",
        "category": "Tax preparation software",
        "hot": false
      },
      {
        "name": "CCH ProSystem fx TAX",
        "category": "Tax preparation software",
        "hot": false
      },
      {
        "name": "Creative Solutions CPA Depreciation",
        "category": "Tax preparation software",
        "hot": false
      },
      {
        "name": "Creative Solutions UltraTax CS",
        "category": "Tax preparation software",
        "hot": false
      },
      {
        "name": "Datagroup ElectroFile 1040",
        "category": "Tax preparation software",
        "hot": false
      },
      {
        "name": "Datagroup ElectroFile ELF",
        "category": "Tax preparation software",
        "hot": false
      },
      {
        "name": "Datagroup ElectroFile ST",
        "category": "Tax preparation software",
        "hot": false
      },
      {
        "name": "Datair Employee Benefits Systems",
        "category": "Financial analysis software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "35220",
    "onet_soc": "15-1241.01",
    "onet_title": "Telecommunications Engineering Specialists",
    "match_score": 0.17,
    "tasks": [
      "Develop disaster recovery plans.",
      "Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.",
      "Develop and implement solutions for network problems.",
      "Maintain networks by performing activities such as file addition, deletion, or backup.",
      "Coordinate network operations, maintenance, repairs, or upgrades.",
      "Coordinate installation of new equipment.",
      "Monitor and analyze network performance and reports on data input or output to detect problems, identify inefficient use of computer resources, or perform capacity planning.",
      "Develop network-related documentation.",
      "Develop and write procedures for installation, use, or troubleshooting of communications hardware or software.",
      "Participate in network technology upgrade or expansion projects, including installation of hardware and software and integration testing."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Kafka",
        "category": "Development environment software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31596",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "31572",
    "onet_soc": "29-9091.00",
    "onet_title": "Athletic Trainers",
    "match_score": 0.25,
    "tasks": [
      "Conduct an initial assessment of an athlete's injury or illness to provide emergency or continued care and to determine whether they should be referred to physicians for definitive diagnosis and treatment.",
      "Assess and report the progress of recovering athletes to coaches or physicians.",
      "Care for athletic injuries, using physical therapy equipment, techniques, or medication.",
      "Evaluate athletes' readiness to play and provide participation clearances when necessary and warranted.",
      "Perform general administrative tasks, such as keeping records or writing reports.",
      "Clean and sanitize athletic training rooms.",
      "Instruct coaches, athletes, parents, medical personnel, or community members in the care and prevention of athletic injuries.",
      "Apply protective or injury preventive devices, such as tape, bandages, or braces, to body parts, such as ankles, fingers, or wrists.",
      "Collaborate with physicians to develop and implement comprehensive rehabilitation programs for athletic injuries.",
      "Travel with athletic teams to be available at sporting events."
    ],
    "technologies": [
      {
        "name": "BioEx Systems Exercise Pro",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Digital Coach AthleticTrainer",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ImPACT Applications ImPACT",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Injury tracking software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Keffer Development Services Athletic Trainer System ATS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Premier Software Simtrak Mobility",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "32400",
    "onet_soc": "29-2056.00",
    "onet_title": "Veterinary Technologists and Technicians",
    "match_score": 0.17,
    "tasks": [
      "Administer anesthesia to animals, under the direction of a veterinarian, and monitor animals' responses to anesthetics so that dosages can be adjusted.",
      "Care for and monitor the condition of animals recovering from surgery.",
      "Maintain controlled drug inventory and related log books.",
      "Perform laboratory tests on blood, urine, or feces, such as urinalyses or blood counts, to assist in the diagnosis and treatment of animal health problems.",
      "Prepare and administer medications, vaccines, serums, or treatments, as prescribed by veterinarians.",
      "Restrain animals during exams or procedures.",
      "Administer emergency first aid, such as performing emergency resuscitation or other life saving procedures.",
      "Clean and sterilize instruments, equipment, or materials.",
      "Provide veterinarians with the correct equipment or instruments, as needed.",
      "Perform dental work, such as cleaning, polishing, or extracting teeth."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Animal Intelligence Software Animal Intelligence",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "FileMaker Pro",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "McAllister Software Systems AVImark",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Practice management software PMS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Veterinary practice management software PMS",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "35212",
    "onet_soc": "27-4031.00",
    "onet_title": "Camera Operators, Television, Video, and Film",
    "match_score": 0.2,
    "tasks": [
      "Compose and frame each shot, applying the technical aspects of light, lenses, film, filters, and camera settings to achieve the effects sought by directors.",
      "Operate television or motion picture cameras to record scenes for television broadcasts, advertising, or motion pictures.",
      "Adjust positions and controls of cameras, printers, and related equipment to change focus, exposure, and lighting.",
      "Confer with directors, sound and lighting technicians, electricians, and other crew members to discuss assignments and determine filming sequences, desired effects, camera movements, and lighting requirements.",
      "Operate zoom lenses, changing images according to specifications and rehearsal instructions.",
      "Observe sets or locations for potential problems and to determine filming and lighting requirements.",
      "Set up and perform live shots for broadcast.",
      "Use cameras in any of several different camera mounts, such as stationary, track-mounted, or crane-mounted.",
      "Test, clean, maintain, and repair broadcast equipment, including testing microphones, to ensure proper working condition.",
      "Edit video for broadcast productions, including non-linear editing."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "TikTok",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Dreamweaver",
        "category": "Web page creation and editing software",
        "hot": false
      },
      {
        "name": "Adobe Premiere Pro",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Apple Final Cut Pro",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Apple Final Cut Studio",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "Avid Technology audio visual editing software",
        "category": "Video creation and editing software",
        "hot": false
      },
      {
        "name": "DaVinci Resolve",
        "category": "Video creation and editing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "34323",
    "onet_soc": "27-1026.00",
    "onet_title": "Merchandise Displayers and Window Trimmers",
    "match_score": 0.13,
    "tasks": [
      "Plan commercial displays to entice and appeal to customers.",
      "Arrange properties, furniture, merchandise, backdrops, or other accessories, as shown in prepared sketches.",
      "Change or rotate window displays, interior display areas, or signage to reflect changes in inventory or promotion.",
      "Place prices or descriptive signs on backdrops, fixtures, merchandise, or floor.",
      "Consult with store managers, buyers, sales associates, housekeeping staff, or engineering staff to determine appropriate placement of displays or products.",
      "Maintain props, products, or mannequins, inspecting them for imperfections, doing touch-ups, cleaning up after customers, or applying preservative coatings as necessary.",
      "Develop ideas or plans for merchandise displays or window decorations.",
      "Assemble or set up displays, furniture, or products in store space, using colors, lights, pictures, or other accessories to display the product.",
      "Install booths, exhibits, displays, carpets, or drapes, as guided by floor plan of building or specifications.",
      "Select themes, lighting, colors, or props to be used."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Apple iOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Apple Safari",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Edge",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Mozilla Firefox",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Trimble SketchUp Pro",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Computer aided design CAD software",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Graphics software",
        "category": "Graphics or photo imaging software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "34123",
    "onet_soc": "43-6011.00",
    "onet_title": "Executive Secretaries and Executive Administrative Assistants",
    "match_score": 0.17,
    "tasks": [
      "Manage and maintain executives' schedules.",
      "Make travel arrangements for executives.",
      "Prepare invoices, reports, memos, letters, financial statements, and other documents, using word processing, spreadsheet, database, or presentation software.",
      "Coordinate and direct office services, such as records, departmental finances, budget preparation, personnel issues, and housekeeping, to aid executives.",
      "Answer phone calls and direct calls to appropriate parties or take messages.",
      "Prepare responses to correspondence containing routine inquiries.",
      "Open, sort, and distribute incoming correspondence, including faxes and email.",
      "Greet visitors and determine whether they should be given access to specific individuals.",
      "Prepare agendas and make arrangements, such as coordinating catering for luncheons, for committee, board, and other meetings.",
      "Conduct research, compile data, and prepare papers for consideration and presentation by executives, committees, and boards of directors."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Team Foundation Server",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "35140",
    "onet_soc": "11-9039.00",
    "onet_title": "Education Administrators, All Other",
    "match_score": 0.25,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "34121",
    "onet_soc": "25-1113.00",
    "onet_title": "Social Work Teachers, Postsecondary",
    "match_score": 0.13,
    "tasks": [
      "Initiate, facilitate, and moderate classroom discussions.",
      "Prepare course materials, such as syllabi, homework assignments, or handouts.",
      "Compile, administer, and grade examinations, or assign this work to others.",
      "Supervise students' laboratory and field work.",
      "Prepare and deliver lectures to undergraduate or graduate students on topics such as family behavior, child and adolescent mental health, or social intervention evaluation.",
      "Supervise undergraduate or graduate teaching, internship, and research work.",
      "Evaluate and grade students' class work, assignments, and papers.",
      "Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.",
      "Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.",
      "Collaborate with colleagues and community agencies to address teaching and research issues."
    ],
    "technologies": [
      {
        "name": "Blackboard Learn",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Course management system software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Desire2Learn LMS software",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "DOC Cop",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Image scanning software",
        "category": "Optical character reader OCR or scanning software",
        "hot": false
      },
      {
        "name": "iParadigms Turnitin",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Learning management system LMS",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Moodle",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Sakai CLE",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "43233",
    "onet_soc": "43-4181.00",
    "onet_title": "Reservation and Transportation Ticket Agents and Travel Clerks",
    "match_score": 0.17,
    "tasks": [
      "Examine passenger documentation to determine destinations and to assign boarding passes.",
      "Trace lost, delayed, or misdirected baggage for customers.",
      "Check baggage and cargo and direct passengers to designated locations for loading.",
      "Provide boarding or disembarking assistance to passengers needing special assistance.",
      "Confer with customers to determine their service requirements and travel preferences.",
      "Announce arrival and departure information, using public address systems.",
      "Determine whether space is available on travel dates requested by customers, assigning requested spaces when available.",
      "Assemble and issue required documentation, such as tickets, travel insurance policies, or itineraries.",
      "Maintain computerized inventories of available passenger space and provide information on space reserved or available.",
      "Inform clients of essential travel information, such as travel times, transportation connections, or medical and visa requirements."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amadeus Altea Reservation",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Computer reservation system CRS software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Delphi Technology",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Galileo 360 Fares",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "GuestServe",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "MICROS Systems MICROS 9700 HMS",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "MICROS Systems OPERA Property Management System PMS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Property management system PMS software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Sabre Airline Solutions SabreSonic Ticket",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      },
      {
        "name": "Worldspan Go!",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "43113",
    "onet_soc": "43-3031.00",
    "onet_title": "Bookkeeping, Accounting, and Auditing Clerks",
    "match_score": 0.25,
    "tasks": [
      "Operate computers programmed with accounting software to record, store, and analyze information.",
      "Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.",
      "Comply with federal, state, and company policies, procedures, and regulations.",
      "Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.",
      "Receive, record, and bank cash, checks, and vouchers.",
      "Code documents according to company procedures.",
      "Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.",
      "Reconcile or note and report discrepancies found in records.",
      "Perform general office duties, such as filing, answering telephones, and handling routine correspondence.",
      "Access computerized financial information to answer general questions as well as those related to specific accounts."
    ],
    "technologies": [
      {
        "name": "Adobe Acrobat",
        "category": "Document management software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Google Docs",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft SharePoint",
        "category": "Document management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "43121",
    "onet_soc": "11-1021.00",
    "onet_title": "General and Operations Managers",
    "match_score": 0.25,
    "tasks": [
      "Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",
      "Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.",
      "Direct administrative activities directly related to making products or providing services.",
      "Prepare staff work schedules and assign specific duties.",
      "Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Plan or direct activities, such as sales promotions, that require coordination with other department managers.",
      "Perform personnel functions, such as selection, training, or evaluation.",
      "Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",
      "Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.",
      "Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Atlassian Confluence",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "42111",
    "onet_soc": "43-3071.00",
    "onet_title": "Tellers",
    "match_score": 0.16,
    "tasks": [
      "Balance currency, coin, and checks in cash drawers at ends of shifts and calculate daily transactions, using computers, calculators, or adding machines.",
      "Receive checks and cash for deposit, verify amounts, and check accuracy of deposit slips.",
      "Monitor bank vaults to ensure cash balances are correct.",
      "Cash checks and pay out money after verifying that signatures are correct, that written and numerical amounts agree, and that accounts have sufficient funds.",
      "Count currency, coins, and checks received, by hand or using currency-counting machine, to prepare them for deposit or shipment to branch banks or the Federal Reserve Bank.",
      "Enter customers' transactions into computers to record transactions and issue computer-generated receipts.",
      "Examine checks for endorsements and to verify other information, such as dates, bank names, identification of the persons receiving payments, and the legality of the documents.",
      "Resolve problems or discrepancies concerning customers' accounts.",
      "Prepare and verify cashier's checks.",
      "Process transactions, such as term deposits, retirement savings plan contributions, automated teller transactions, night deposits, and mail deposits."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Accounting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Information Technology Incorporated Premier Teller",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Internet browser software",
        "category": "Internet browser software",
        "hot": false
      },
      {
        "name": "Jack Henry & Associates Vertex",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Microsoft Dynamics",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Sage 50 Accounting",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Southern Data Systems TellerPro",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Total Turnkey Solutions E-Vision",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "42141",
    "onet_soc": "43-3011.00",
    "onet_title": "Bill and Account Collectors",
    "match_score": 0.33,
    "tasks": [
      "Record information about financial status of customers and status of collection efforts.",
      "Locate and notify customers of delinquent accounts by mail, telephone, or personal visits to solicit payment.",
      "Locate and monitor overdue accounts, using computers and a variety of automated systems.",
      "Arrange for debt repayment or establish repayment schedules, based on customers' financial situations.",
      "Advise customers of necessary actions and strategies for debt repayment.",
      "Answer customer questions regarding problems with their accounts.",
      "Persuade customers to pay amounts due on credit accounts, damage claims, or nonpayable checks, or to return merchandise.",
      "Confer with customers by telephone or in person to determine reasons for overdue payments and to review the terms of sales, service, or credit contracts.",
      "Receive payments and post amounts paid to customer accounts.",
      "Trace delinquent customers to new addresses by inquiring at post offices, telephone companies, credit bureaus, or through the questioning of neighbors."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Accounting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "ADP Drive DMS for Accounting",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "ADS Advantage",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Adtec Agency Manager",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Austin Logistics CallSelect",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Collection Data Systems CollectOne-Tiger",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Columbia Ultimate Archive",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Columbia Ultimate Remit",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Columbia Ultimate RPCS",
        "category": "Customer relationship management CRM software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "43115",
    "onet_soc": "43-3021.00",
    "onet_title": "Billing and Posting Clerks",
    "match_score": 0.33,
    "tasks": [
      "Verify accuracy of billing data and revise any errors.",
      "Resolve discrepancies in accounting records.",
      "Prepare itemized statements, bills, or invoices and record amounts due for items purchased or services rendered.",
      "Operate typing, adding, calculating, or billing machines.",
      "Post stop-payment notices to prevent payment of protested checks.",
      "Verify signatures and required information on checks.",
      "Keep records of invoices and support documents.",
      "Perform bookkeeping work, including posting data or keeping other records concerning costs of goods or services or the shipment of goods.",
      "Contact customers to obtain or relay account information.",
      "Route statements for mailing or over-the-counter delivery to customers."
    ],
    "technologies": [
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Accounting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Accuity EPICWare",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Aderant legal software",
        "category": "Expert system software",
        "hot": false
      },
      {
        "name": "Allscripts Professional PM",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Automated billing software",
        "category": "Billing and invoicing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "43111",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "42246",
    "onet_soc": "43-4171.00",
    "onet_title": "Receptionists and Information Clerks",
    "match_score": 0.33,
    "tasks": [
      "Operate telephone switchboard to answer, screen, or forward calls, providing information, taking messages, or scheduling appointments.",
      "Greet persons entering establishment, determine nature and purpose of visit, and direct or escort them to specific destinations.",
      "Receive payment and record receipts for services.",
      "Schedule appointments and maintain and update appointment calendars.",
      "Transmit information or documents to customers, using computer, mail, or facsimile machine.",
      "Hear and resolve complaints from customers or the public.",
      "File and maintain records.",
      "Provide information about establishment, such as location of departments or offices, employees within the organization, or services provided.",
      "Perform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents.",
      "Collect, sort, distribute, or prepare mail, messages, or courier deliveries."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Alpha Software Alpha Five",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Automated information system software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Billing software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Blackbaud The Raiser's Edge",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Bookkeeping software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Claim processing system software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Customer relationship management CRM software",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Data entry software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Desktop publishing software",
        "category": "Desktop publishing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "42245",
    "onet_soc": "43-4051.00",
    "onet_title": "Customer Service Representatives",
    "match_score": 0.33,
    "tasks": [
      "Confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints.",
      "Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.",
      "Check to ensure that appropriate changes were made to resolve customers' problems.",
      "Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.",
      "Determine charges for services requested, collect deposits or payments, or arrange for billing.",
      "Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.",
      "Refer unresolved customer grievances to designated departments for further investigation.",
      "Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",
      "Review insurance policy terms to determine whether a particular loss is covered by insurance.",
      "Solicit sales of new or additional services or products."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Kronos Workforce Timekeeper",
        "category": "Time accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Teams",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "41320",
    "onet_soc": "43-9021.00",
    "onet_title": "Data Entry Keyers",
    "match_score": 0.33,
    "tasks": [
      "Locate and correct data entry errors, or report them to supervisors.",
      "Compile, sort, and verify the accuracy of data before it is entered.",
      "Compare data with source documents, or re-enter data in verification format to detect errors.",
      "Store completed documents in appropriate locations.",
      "Select materials needed to complete work assignments.",
      "Read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto tapes or disks for subsequent entry, using keyboards or scanners.",
      "Maintain logs of activities and completed work.",
      "Load machines with required input or output media, such as paper, cards, disks, tape, or Braille media.",
      "Resolve garbled or indecipherable messages, using cryptographic procedures and equipment."
    ],
    "technologies": [
      {
        "name": "Google Docs",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Word",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Blackbaud The Raiser's Edge",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Data entry software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "43151",
    "onet_soc": "43-9041.00",
    "onet_title": "Insurance Claims and Policy Processing Clerks",
    "match_score": 0.2,
    "tasks": [
      "Prepare insurance claim forms or related documents, and review them for completeness.",
      "Calculate amount of claim.",
      "Post or attach information to claim file.",
      "Transmit claims for payment or further investigation.",
      "Contact insured or other involved persons to obtain missing information.",
      "Review insurance policy to determine coverage.",
      "Process and record new insurance policies and claims.",
      "Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.",
      "Provide customer service, such as limited instructions on proceeding with claims or referrals to auto repair facilities or local contractors.",
      "Correspond with insured or agent to obtain information or to inform them of account status or changes."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Word",
        "category": "Word processing software",
        "hot": true
      },
      {
        "name": "Account management software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Alpha Software Alpha Five",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Automated information system software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Billing software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Claim processing system software",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "43142",
    "onet_soc": "13-1161.00",
    "onet_title": "Market Research Analysts and Marketing Specialists",
    "match_score": 0.2,
    "tasks": [
      "Prepare reports of findings, illustrating data graphically and translating complex findings into written text.",
      "Collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.",
      "Conduct research on consumer opinions and marketing strategies, collaborating with marketing professionals, statisticians, pollsters, and other professionals.",
      "Measure and assess customer and employee satisfaction.",
      "Devise and evaluate methods and procedures for collecting data, such as surveys, opinion polls, or questionnaires, or arrange to obtain existing data.",
      "Measure the effectiveness of marketing, advertising, and communications programs and strategies.",
      "Seek and provide information to help companies determine their position in the marketplace.",
      "Forecast and track marketing and sales trends, analyzing collected data.",
      "Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.",
      "Monitor industry statistics and follow trends in trade literature."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Asana",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      },
      {
        "name": "Canva",
        "category": "Graphics or photo imaging software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "42247",
    "onet_soc": "43-6011.00",
    "onet_title": "Executive Secretaries and Executive Administrative Assistants",
    "match_score": 0.17,
    "tasks": [
      "Manage and maintain executives' schedules.",
      "Make travel arrangements for executives.",
      "Prepare invoices, reports, memos, letters, financial statements, and other documents, using word processing, spreadsheet, database, or presentation software.",
      "Coordinate and direct office services, such as records, departmental finances, budget preparation, personnel issues, and housekeeping, to aid executives.",
      "Answer phone calls and direct calls to appropriate parties or take messages.",
      "Prepare responses to correspondence containing routine inquiries.",
      "Open, sort, and distribute incoming correspondence, including faxes and email.",
      "Greet visitors and determine whether they should be given access to specific individuals.",
      "Prepare agendas and make arrangements, such as coordinating catering for luncheons, for committee, board, and other meetings.",
      "Conduct research, compile data, and prepare papers for consideration and presentation by executives, committees, and boards of directors."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Team Foundation Server",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "42242",
    "onet_soc": "43-4171.00",
    "onet_title": "Receptionists and Information Clerks",
    "match_score": 0.18,
    "tasks": [
      "Operate telephone switchboard to answer, screen, or forward calls, providing information, taking messages, or scheduling appointments.",
      "Greet persons entering establishment, determine nature and purpose of visit, and direct or escort them to specific destinations.",
      "Receive payment and record receipts for services.",
      "Schedule appointments and maintain and update appointment calendars.",
      "Transmit information or documents to customers, using computer, mail, or facsimile machine.",
      "Hear and resolve complaints from customers or the public.",
      "File and maintain records.",
      "Provide information about establishment, such as location of departments or offices, employees within the organization, or services provided.",
      "Perform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents.",
      "Collect, sort, distribute, or prepare mail, messages, or courier deliveries."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Alpha Software Alpha Five",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Automated information system software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Billing software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Blackbaud The Raiser's Edge",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Bookkeeping software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Claim processing system software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Customer relationship management CRM software",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Data entry software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Desktop publishing software",
        "category": "Desktop publishing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "43122",
    "onet_soc": "43-9041.00",
    "onet_title": "Insurance Claims and Policy Processing Clerks",
    "match_score": 0.2,
    "tasks": [
      "Prepare insurance claim forms or related documents, and review them for completeness.",
      "Calculate amount of claim.",
      "Post or attach information to claim file.",
      "Transmit claims for payment or further investigation.",
      "Contact insured or other involved persons to obtain missing information.",
      "Review insurance policy to determine coverage.",
      "Process and record new insurance policies and claims.",
      "Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.",
      "Provide customer service, such as limited instructions on proceeding with claims or referrals to auto repair facilities or local contractors.",
      "Correspond with insured or agent to obtain information or to inform them of account status or changes."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Account management software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Alpha Software Alpha Five",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Automated information system software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Billing software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Claim processing system software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Healthcare common procedure coding system HCPCS",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "IBM Check Processing Control System CPSC",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Insurance rating software",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Medical condition coding software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "43232",
    "onet_soc": "43-4181.00",
    "onet_title": "Reservation and Transportation Ticket Agents and Travel Clerks",
    "match_score": 0.17,
    "tasks": [
      "Examine passenger documentation to determine destinations and to assign boarding passes.",
      "Trace lost, delayed, or misdirected baggage for customers.",
      "Check baggage and cargo and direct passengers to designated locations for loading.",
      "Provide boarding or disembarking assistance to passengers needing special assistance.",
      "Confer with customers to determine their service requirements and travel preferences.",
      "Announce arrival and departure information, using public address systems.",
      "Determine whether space is available on travel dates requested by customers, assigning requested spaces when available.",
      "Assemble and issue required documentation, such as tickets, travel insurance policies, or itineraries.",
      "Maintain computerized inventories of available passenger space and provide information on space reserved or available.",
      "Inform clients of essential travel information, such as travel times, transportation connections, or medical and visa requirements."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amadeus Altea Reservation",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Computer reservation system CRS software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Delphi Technology",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Galileo 360 Fares",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "GuestServe",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "MICROS Systems MICROS 9700 HMS",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "MICROS Systems OPERA Property Management System PMS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Property management system PMS software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Sabre Airline Solutions SabreSonic Ticket",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      },
      {
        "name": "Worldspan Go!",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "43112",
    "onet_soc": "43-4141.00",
    "onet_title": "New Accounts Clerks",
    "match_score": 0.33,
    "tasks": [
      "Perform teller duties as required.",
      "Compile information about new accounts, enter account information into computers, and file related forms or other documents.",
      "Collect and record customer deposits and fees and issue receipts, using computers.",
      "Inform customers of procedures for applying for services, such as ATM cards, direct deposit of checks, and certificates of deposit.",
      "Answer customers' questions and explain available services, such as deposit accounts, bonds, and securities.",
      "Interview customers to obtain information needed for opening accounts or renting safe-deposit boxes.",
      "Refer customers to appropriate bank personnel to meet their financial needs.",
      "Investigate and correct errors upon customers' request, according to customer and bank records.",
      "Execute wire transfers of funds.",
      "Issue initial and replacement safe-deposit keys to customers, and admit customers to vaults."
    ],
    "technologies": [
      {
        "name": "Accounting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Corporate Information Factory CIF",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "DCI iCore",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Financial needs analysis software",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Fiserv financial services software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Harland Financial Solutions DepositPro",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "IPS-Sendero Relationship Profitability Manager Catalyst",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Microsoft Dynamics GP",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Microsoft Internet Explorer",
        "category": "Internet browser software",
        "hot": false
      },
      {
        "name": "Systems Union Group MIS DecisionWare",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "44170",
    "onet_soc": "23-2011.00",
    "onet_title": "Paralegals and Legal Assistants",
    "match_score": 0.25,
    "tasks": [
      "Prepare affidavits or other documents, such as legal correspondence, and organize and maintain documents in paper or electronic filing system.",
      "Prepare, edit, or review legal documents, including legislation, briefs, pleadings, appeals, wills, contracts, and real estate closing statements.",
      "Investigate facts and law of cases and search pertinent sources, such as public records and internet sources, to determine causes of action and to prepare cases.",
      "Prepare for trial by performing tasks such as organizing exhibits.",
      "Meet with clients and other professionals to discuss details of cases.",
      "Gather and analyze research data, such as statutes, decisions, and legal articles, codes, and documents.",
      "File pleadings with court clerks.",
      "Direct and coordinate law office activity, including delivery of subpoenas.",
      "Call upon witnesses to testify at hearings.",
      "Arbitrate disputes between parties and assist in the real estate closing process, such as by reviewing title searches."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "a la mode WinTOTAL",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "American LegalNet USCourtForms",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Blumbeg Drafting Libraries",
        "category": "Desktop publishing software",
        "hot": false
      },
      {
        "name": "Bowne JFS Litigator's Notebook",
        "category": "Categorization or classification software",
        "hot": false
      },
      {
        "name": "Bridgeway eCounsel",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Case analysis software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "CaseSoft TimeMap",
        "category": "Pattern design software",
        "hot": false
      },
      {
        "name": "Computer access catalog software",
        "category": "Library software",
        "hot": false
      },
      {
        "name": "Corporate Focus Solium Shareworks",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "44110",
    "onet_soc": "25-4031.00",
    "onet_title": "Library Technicians",
    "match_score": 0.25,
    "tasks": [
      "Reserve, circulate, renew, and discharge books and other materials.",
      "Answer routine telephone or in-person reference inquiries, referring patrons to librarians for further assistance, when necessary.",
      "Help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed.",
      "Deliver and retrieve items throughout the library by hand or using pushcart.",
      "Process print and non-print library materials to prepare them for inclusion in library collections.",
      "Catalogue and sort books and other print and non-print materials according to procedure and return them to shelves, files, or other designated storage areas.",
      "Enter and update patrons' records on computers.",
      "Provide assistance to teachers and students by locating materials and helping to complete special projects.",
      "Compile and maintain records relating to circulation, materials, and equipment.",
      "Take actions to halt disruption of library activities by problem patrons."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Adobe Dreamweaver",
        "category": "Web page creation and editing software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Dynix Digital Library",
        "category": "Library software",
        "hot": false
      },
      {
        "name": "Ex Libris Group Aleph",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Ex Libris Group Voyager",
        "category": "Library software",
        "hot": false
      },
      {
        "name": "FileMaker Pro",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Inmagic TextWorks",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "43221",
    "onet_soc": "43-5061.00",
    "onet_title": "Production, Planning, and Expediting Clerks",
    "match_score": 0.25,
    "tasks": [
      "Distribute production schedules or work orders to departments.",
      "Revise production schedules when required due to design changes, labor or material shortages, backlogs, or other interruptions, collaborating with management, marketing, sales, production, or engineering.",
      "Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.",
      "Arrange for delivery, assembly, or distribution of supplies or parts to expedite flow of materials and meet production schedules.",
      "Confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays.",
      "Requisition and maintain inventories of materials or supplies necessary to meet production demands.",
      "Confer with department supervisors or other personnel to assess progress and discuss needed changes.",
      "Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts.",
      "Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.",
      "Examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Structured query language SQL",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "42243",
    "onet_soc": "29-1292.00",
    "onet_title": "Dental Hygienists",
    "match_score": 0.25,
    "tasks": [
      "Record and review patient medical histories.",
      "Feel and visually examine gums for sores and signs of disease.",
      "Examine gums, using probes, to locate periodontal recessed gums and signs of gum disease.",
      "Clean calcareous deposits, accretions, and stains from teeth and beneath margins of gums, using dental instruments.",
      "Provide clinical services or health education to improve and maintain the oral health of patients or the general public.",
      "Chart conditions of decay and disease for diagnosis and treatment by dentist.",
      "Expose and develop x-ray film.",
      "Attend continuing education courses to maintain or update skills.",
      "Apply fluorides or other cavity preventing agents to arrest dental decay.",
      "Maintain dental equipment and sharpen and sterilize dental instruments."
    ],
    "technologies": [
      {
        "name": "Henry Schein Dentrix",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Dental billing software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Dental charting software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental clinical records software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental digital radiology software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental imaging software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental intra-oral imaging software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental office management software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Inventory management software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Open Dental",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Patterson Dental Supply Patterson EagleSoft",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Voice-activated perio charting software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "42113",
    "onet_soc": "49-3093.00",
    "onet_title": "Tire Repairers and Changers",
    "match_score": 0.17,
    "tasks": [
      "Raise vehicles, using hydraulic jacks.",
      "Remount wheels onto vehicles.",
      "Unbolt and remove wheels from vehicles, using lug wrenches or other hand or power tools.",
      "Place wheels on balancing machines to determine counterweights required to balance wheels.",
      "Identify tire size and ply and inflate tires accordingly.",
      "Replace valve stems and remove puncturing objects.",
      "Hammer required counterweights onto rims of wheels.",
      "Reassemble tires onto wheels.",
      "Seal punctures in tubeless tires by inserting adhesive material and expanding rubber plugs into punctures, using hand tools.",
      "Inspect tire casings for defects, such as holes or tears."
    ],
    "technologies": [
      {
        "name": "Accounting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Project estimation software",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Recordkeeping software",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "41101",
    "onet_soc": "43-9061.00",
    "onet_title": "Office Clerks, General",
    "match_score": 0.5,
    "tasks": [
      "Operate office machines, such as photocopiers and scanners, facsimile machines, voice mail systems, and personal computers.",
      "Answer telephones, direct calls, and take messages.",
      "Communicate with customers, employees, and other individuals to answer questions, disseminate or explain information, take orders, and address complaints.",
      "Maintain and update filing, inventory, mailing, and database systems, either manually or using a computer.",
      "Compile, copy, sort, and file records of office activities, business transactions, and other activities.",
      "Review files, records, and other documents to obtain information to respond to requests.",
      "Open, sort, and route incoming mail, answer correspondence, and prepare outgoing mail.",
      "Compute, record, and proofread data and other information, such as records or reports.",
      "Complete work schedules, manage calendars, and arrange appointments.",
      "Type, format, proofread, and edit correspondence and other documents, from notes or dictating machines, using computers or typewriters."
    ],
    "technologies": [
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Henry Schein Dentrix",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Yardi software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "ADP Workforce Now",
        "category": "Human resources software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "40000",
    "onet_soc": "11-1011.03",
    "onet_title": "Chief Sustainability Officers",
    "match_score": 0.25,
    "tasks": [
      "Direct or coordinate an organization's financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Confer with board members, organization officials, or staff members to discuss issues, coordinate activities, or resolve problems.",
      "Prepare budgets for approval, including those for funding or implementation of programs.",
      "Direct, plan, or implement policies, objectives, or activities of organizations or businesses to ensure continuing operations, to maximize returns on investments, or to increase productivity.",
      "Prepare or present reports concerning activities, expenses, budgets, government statutes or rulings, or other items affecting businesses or program services.",
      "Implement corrective action plans to solve organizational or departmental problems.",
      "Analyze operations to evaluate performance of a company or its staff in meeting objectives or to determine areas of potential cost reduction, program improvement, or policy change.",
      "Direct or coordinate activities of businesses or departments concerned with production, pricing, sales, or distribution of products.",
      "Direct human resources activities, including the approval of human resource plans or activities, the selection of directors or other high-level staff, or establishment or organization of major departments.",
      "Appoint department heads or managers and assign or delegate responsibilities to them."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "PHP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Structured query language SQL",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "42244",
    "onet_soc": "41-3031.00",
    "onet_title": "Securities, Commodities, and Financial Services Sales Agents",
    "match_score": 0.17,
    "tasks": [
      "Make bids or offers to buy or sell securities.",
      "Monitor markets or positions.",
      "Agree on buying or selling prices at optimal levels for clients.",
      "Keep accurate records of transactions.",
      "Buy or sell stocks, bonds, commodity futures, foreign currencies, or other securities on behalf of investment dealers.",
      "Complete sales order tickets and submit for processing of client-requested transactions.",
      "Report all positions or trading results.",
      "Interview clients to determine clients' assets, liabilities, cash flow, insurance coverage, tax status, or financial objectives.",
      "Discuss financial options with clients and keep them informed about transactions.",
      "Identify opportunities or develop channels for purchase or sale of securities or commodities."
    ],
    "technologies": [
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "The MathWorks MATLAB",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "42131",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "43114",
    "onet_soc": "43-3051.00",
    "onet_title": "Payroll and Timekeeping Clerks",
    "match_score": 0.33,
    "tasks": [
      "Verify attendance, hours worked, and pay adjustments, and post information onto designated records.",
      "Process and issue employee paychecks and statements of earnings and deductions.",
      "Compute wages and deductions, and enter data into computers.",
      "Process paperwork for new employees and enter employee information into the payroll system.",
      "Prepare and balance period-end reports, and reconcile issued payrolls to bank statements.",
      "Review time sheets, work charts, wage computation, and other information to detect and reconcile payroll discrepancies.",
      "Distribute and collect timecards each pay period.",
      "Record employee information, such as exemptions, transfers, and resignations, to maintain and update payroll records.",
      "Issue and record adjustments to pay related to previous errors or retroactive increases.",
      "Keep track of leave time, such as vacation, personal, and sick leave, for employees."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Kronos Workforce Timekeeper",
        "category": "Time accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Workday software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Accounting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "ADP Enterprise HR",
        "category": "Human resources software",
        "hot": false
      },
      {
        "name": "ADP eTIME",
        "category": "Time accounting software",
        "hot": false
      },
      {
        "name": "ADP PC/Payroll",
        "category": "Time accounting software",
        "hot": false
      },
      {
        "name": "ADP Workforce Now",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "API Navigator",
        "category": "Human resources software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "41102",
    "onet_soc": "11-3121.00",
    "onet_title": "Human Resources Managers",
    "match_score": 0.33,
    "tasks": [
      "Serve as a link between management and employees by handling questions, interpreting and administering contracts and helping resolve work-related problems.",
      "Plan, direct, supervise, and coordinate work activities of subordinates and staff relating to employment, compensation, labor relations, and employee relations.",
      "Perform difficult staffing duties, including dealing with understaffing, refereeing disputes, firing employees, and administering disciplinary procedures.",
      "Represent organization at personnel-related hearings and investigations.",
      "Negotiate bargaining agreements and help interpret labor contracts.",
      "Advise managers on organizational policy matters, such as equal employment opportunity and sexual harassment, and recommend needed changes.",
      "Plan and conduct new employee orientation to foster positive attitude toward organizational objectives.",
      "Analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements.",
      "Identify staff vacancies and recruit, interview, and select applicants.",
      "Investigate and report on industrial accidents for insurance carriers."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Kronos Workforce Timekeeper",
        "category": "Time accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Workday software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "AASoftTech Web Organization Chart",
        "category": "Charting software",
        "hot": false
      },
      {
        "name": "AccountantsWorld Payroll Relief",
        "category": "Accounting software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "42112",
    "onet_soc": "43-5051.00",
    "onet_title": "Postal Service Clerks",
    "match_score": 0.5,
    "tasks": [
      "Weigh letters and parcels, compute mailing costs based on type, weight, and destination, and affix correct postage.",
      "Check mail to ensure correct postage and that packages and letters are in proper condition for mailing.",
      "Sort incoming and outgoing mail, according to type and destination, by hand or by operating electronic mail-sorting and scanning devices.",
      "Obtain signatures from recipients of registered or special delivery mail.",
      "Answer questions regarding mail regulations and procedures, postage rates, and post office boxes.",
      "Transport mail from one work station to another.",
      "Sell and collect payment for products such as stamps, prepaid mail envelopes, and money orders.",
      "Keep money drawers in order, and record and balance daily transactions.",
      "Register, certify, and insure letters and parcels.",
      "Complete forms regarding changes of address, or theft or loss of mail, or for special services such as registered or priority mail."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Budgeting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Delivery operations information system DOIS",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Electronic Time Clock ETC",
        "category": "Time accounting software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "NCR Advanced Store",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Point of sale POS software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Time and Attendance Collection System TACS",
        "category": "Human resources software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "44122",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "43116",
    "onet_soc": "43-3061.00",
    "onet_title": "Procurement Clerks",
    "match_score": 0.5,
    "tasks": [
      "Track the status of requisitions, contracts, and orders.",
      "Perform buying duties when necessary.",
      "Prepare purchase orders and send copies to suppliers and to departments originating requests.",
      "Calculate costs of orders, and charge or forward invoices to appropriate accounts.",
      "Compare prices, specifications, and delivery dates to determine the best bid among potential suppliers.",
      "Approve and pay bills.",
      "Maintain knowledge of all organizational and governmental rules affecting purchases, and provide information about these rules to organization staff members and to vendors.",
      "Determine if inventory quantities are sufficient for needs, ordering more materials when necessary.",
      "Check shipments when they arrive to ensure that orders have been filled correctly and that goods meet specifications.",
      "Contact suppliers to schedule or expedite deliveries and to resolve shortages, missed or late deliveries, and other problems."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Autotask",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Electronic data interchange EDI software",
        "category": "Enterprise application integration software",
        "hot": false
      },
      {
        "name": "Enterprise resource planning ERP software",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "IBM Maximo Asset Management",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Oracle JD Edwards EnterpriseOne",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "43222",
    "onet_soc": "43-5061.00",
    "onet_title": "Production, Planning, and Expediting Clerks",
    "match_score": 0.38,
    "tasks": [
      "Distribute production schedules or work orders to departments.",
      "Revise production schedules when required due to design changes, labor or material shortages, backlogs, or other interruptions, collaborating with management, marketing, sales, production, or engineering.",
      "Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.",
      "Arrange for delivery, assembly, or distribution of supplies or parts to expedite flow of materials and meet production schedules.",
      "Confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays.",
      "Requisition and maintain inventories of materials or supplies necessary to meet production demands.",
      "Confer with department supervisors or other personnel to assess progress and discuss needed changes.",
      "Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts.",
      "Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.",
      "Examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Structured query language SQL",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "44191",
    "onet_soc": "43-3061.00",
    "onet_title": "Procurement Clerks",
    "match_score": 0.25,
    "tasks": [
      "Track the status of requisitions, contracts, and orders.",
      "Perform buying duties when necessary.",
      "Prepare purchase orders and send copies to suppliers and to departments originating requests.",
      "Calculate costs of orders, and charge or forward invoices to appropriate accounts.",
      "Compare prices, specifications, and delivery dates to determine the best bid among potential suppliers.",
      "Approve and pay bills.",
      "Maintain knowledge of all organizational and governmental rules affecting purchases, and provide information about these rules to organization staff members and to vendors.",
      "Determine if inventory quantities are sufficient for needs, ordering more materials when necessary.",
      "Check shipments when they arrive to ensure that orders have been filled correctly and that goods meet specifications.",
      "Contact suppliers to schedule or expedite deliveries and to resolve shortages, missed or late deliveries, and other problems."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Autotask",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Electronic data interchange EDI software",
        "category": "Enterprise application integration software",
        "hot": false
      },
      {
        "name": "Enterprise resource planning ERP software",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "IBM Maximo Asset Management",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Oracle JD Edwards EnterpriseOne",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "42241",
    "onet_soc": "43-4171.00",
    "onet_title": "Receptionists and Information Clerks",
    "match_score": 0.18,
    "tasks": [
      "Operate telephone switchboard to answer, screen, or forward calls, providing information, taking messages, or scheduling appointments.",
      "Greet persons entering establishment, determine nature and purpose of visit, and direct or escort them to specific destinations.",
      "Receive payment and record receipts for services.",
      "Schedule appointments and maintain and update appointment calendars.",
      "Transmit information or documents to customers, using computer, mail, or facsimile machine.",
      "Hear and resolve complaints from customers or the public.",
      "File and maintain records.",
      "Provide information about establishment, such as location of departments or offices, employees within the organization, or services provided.",
      "Perform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents.",
      "Collect, sort, distribute, or prepare mail, messages, or courier deliveries."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Alpha Software Alpha Five",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Automated information system software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Billing software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Blackbaud The Raiser's Edge",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Bookkeeping software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Claim processing system software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Customer relationship management CRM software",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Data entry software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Desktop publishing software",
        "category": "Desktop publishing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "41201",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "43123",
    "onet_soc": "43-3061.00",
    "onet_title": "Procurement Clerks",
    "match_score": 0.25,
    "tasks": [
      "Track the status of requisitions, contracts, and orders.",
      "Perform buying duties when necessary.",
      "Prepare purchase orders and send copies to suppliers and to departments originating requests.",
      "Calculate costs of orders, and charge or forward invoices to appropriate accounts.",
      "Compare prices, specifications, and delivery dates to determine the best bid among potential suppliers.",
      "Approve and pay bills.",
      "Maintain knowledge of all organizational and governmental rules affecting purchases, and provide information about these rules to organization staff members and to vendors.",
      "Determine if inventory quantities are sufficient for needs, ordering more materials when necessary.",
      "Check shipments when they arrive to ensure that orders have been filled correctly and that goods meet specifications.",
      "Contact suppliers to schedule or expedite deliveries and to resolve shortages, missed or late deliveries, and other problems."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Autotask",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Electronic data interchange EDI software",
        "category": "Enterprise application integration software",
        "hot": false
      },
      {
        "name": "Enterprise resource planning ERP software",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "IBM Maximo Asset Management",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Oracle JD Edwards EnterpriseOne",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "43231",
    "onet_soc": "43-5071.00",
    "onet_title": "Shipping, Receiving, and Inventory Clerks",
    "match_score": 0.26,
    "tasks": [
      "Examine shipment contents and compare with records, such as manifests, invoices, or orders, to verify accuracy.",
      "Requisition and store shipping materials and supplies to maintain inventory of stock.",
      "Prepare documents, such as work orders, bills of lading, or shipping orders, to route materials.",
      "Pack, seal, label, or affix postage to prepare materials for shipping, using hand tools, power tools, or postage meter.",
      "Record shipment data, such as weight, charges, space availability, damages, or discrepancies, for reporting, accounting, or recordkeeping purposes.",
      "Confer or correspond with establishment representatives to rectify problems, such as damages, shortages, or nonconformance to specifications.",
      "Deliver or route materials to departments using handtruck, conveyor, or sorting bins.",
      "Contact carrier representatives to make arrangements or to issue instructions for shipping and delivery of materials.",
      "Determine shipping methods, routes, or rates for materials to be shipped.",
      "Compute amounts, such as space available, shipping, storage, or demurrage charges, using computer or price list."
    ],
    "technologies": [
      {
        "name": "Apple Safari",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Microsoft Edge",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Mozilla Firefox",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Accuship Star System",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      },
      {
        "name": "ADi SmartBOL",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      },
      {
        "name": "AES MailSTAR",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      },
      {
        "name": "Aestiva Purchase Order",
        "category": "Procurement software",
        "hot": false
      },
      {
        "name": "Barcode labeling software",
        "category": "Label making software",
        "hot": false
      },
      {
        "name": "Bill of lading software",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      },
      {
        "name": "Citrix cloud computing software",
        "category": "Access software",
        "hot": false
      },
      {
        "name": "CMS Consultants WorldLink",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "43141",
    "onet_soc": "43-3061.00",
    "onet_title": "Procurement Clerks",
    "match_score": 0.25,
    "tasks": [
      "Track the status of requisitions, contracts, and orders.",
      "Perform buying duties when necessary.",
      "Prepare purchase orders and send copies to suppliers and to departments originating requests.",
      "Calculate costs of orders, and charge or forward invoices to appropriate accounts.",
      "Compare prices, specifications, and delivery dates to determine the best bid among potential suppliers.",
      "Approve and pay bills.",
      "Maintain knowledge of all organizational and governmental rules affecting purchases, and provide information about these rules to organization staff members and to vendors.",
      "Determine if inventory quantities are sufficient for needs, ordering more materials when necessary.",
      "Check shipments when they arrive to ensure that orders have been filled correctly and that goods meet specifications.",
      "Contact suppliers to schedule or expedite deliveries and to resolve shortages, missed or late deliveries, and other problems."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Autotask",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Electronic data interchange EDI software",
        "category": "Enterprise application integration software",
        "hot": false
      },
      {
        "name": "Enterprise resource planning ERP software",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "IBM Maximo Asset Management",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Oracle JD Edwards EnterpriseOne",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "43211",
    "onet_soc": "43-4199.00",
    "onet_title": "Information and Record Clerks, All Other",
    "match_score": 0.33,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "43212",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "42230",
    "onet_soc": "43-2021.00",
    "onet_title": "Telephone Operators",
    "match_score": 0.25,
    "tasks": [
      "Observe signal lights on switchboards, and dial or press buttons to make connections.",
      "Operate telephone switchboards and systems to advance and complete connections, including those for local, long distance, pay telephone, mobile, person-to-person, and emergency calls.",
      "Listen to customer requests, referring to alphabetical or geographical directories to answer questions and provide telephone information.",
      "Update directory information.",
      "Suggest and check alternate spellings, locations, or listing formats to customers lacking details or complete information.",
      "Perform clerical duties such as typing, proofreading, and sorting mail.",
      "Offer special assistance to persons such as those who are unable to dial or who are in emergency situations.",
      "Operate paging systems or other systems of bells or buzzers to notify recipients of incoming calls.",
      "Monitor automated systems for placing collect calls and intervene for a callers needing assistance.",
      "Interrupt busy lines if an emergency warrants."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Computer aided dispatch software",
        "category": "Helpdesk or call center software",
        "hot": false
      },
      {
        "name": "Handheld computer device software",
        "category": "Operating system software",
        "hot": false
      },
      {
        "name": "Operating system software",
        "category": "Operating system software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "42210",
    "onet_soc": "43-4181.00",
    "onet_title": "Reservation and Transportation Ticket Agents and Travel Clerks",
    "match_score": 0.17,
    "tasks": [
      "Examine passenger documentation to determine destinations and to assign boarding passes.",
      "Trace lost, delayed, or misdirected baggage for customers.",
      "Check baggage and cargo and direct passengers to designated locations for loading.",
      "Provide boarding or disembarking assistance to passengers needing special assistance.",
      "Confer with customers to determine their service requirements and travel preferences.",
      "Announce arrival and departure information, using public address systems.",
      "Determine whether space is available on travel dates requested by customers, assigning requested spaces when available.",
      "Assemble and issue required documentation, such as tickets, travel insurance policies, or itineraries.",
      "Maintain computerized inventories of available passenger space and provide information on space reserved or available.",
      "Inform clients of essential travel information, such as travel times, transportation connections, or medical and visa requirements."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amadeus Altea Reservation",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Computer reservation system CRS software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Delphi Technology",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Galileo 360 Fares",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "GuestServe",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "MICROS Systems MICROS 9700 HMS",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "MICROS Systems OPERA Property Management System PMS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Property management system PMS software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Sabre Airline Solutions SabreSonic Ticket",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      },
      {
        "name": "Worldspan Go!",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "41310",
    "onet_soc": "43-9022.00",
    "onet_title": "Word Processors and Typists",
    "match_score": 0.33,
    "tasks": [
      "Perform other clerical duties, such as answering telephone, sorting and distributing mail, running errands or sending faxes.",
      "Check completed work for spelling, grammar, punctuation, and format.",
      "File and store completed documents on computer hard drive or disk, or maintain a computer filing system to store, retrieve, update, and delete documents.",
      "Print and make copies of work.",
      "Transmit work electronically to other locations.",
      "Address envelopes or prepare envelope labels, using typewriter or computer.",
      "Type correspondence, reports, text and other written material from rough drafts, corrected copies, voice recordings, dictation, or previous versions, using a computer, word processor, or typewriter.",
      "Gather, register, and arrange the material to be typed, following instructions.",
      "Compute and verify totals on report forms, requisitions, or bills, using adding machine or calculator.",
      "Keep records of work performed."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Act!",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Blackbaud CRM",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "FileMaker Pro",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Microsoft Publisher",
        "category": "Desktop publishing software",
        "hot": false
      },
      {
        "name": "Oracle Siebel CRM",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "SRSsoft SRS EHR",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51132",
    "onet_soc": "39-7012.00",
    "onet_title": "Travel Guides",
    "match_score": 0.25,
    "tasks": [
      "Arrange for tour or expedition details such as accommodations, transportation, equipment, and the availability of medical personnel.",
      "Plan tour itineraries, applying knowledge of travel routes and destination sites.",
      "Resolve any problems with itineraries, service, or accommodations.",
      "Attend to special needs of tour participants.",
      "Sell travel packages.",
      "Evaluate services received on the tour, and report findings to tour organizers.",
      "Give advice on sightseeing and shopping.",
      "Administer first aid to injured group participants.",
      "Explain hunting and fishing laws to groups to ensure compliance.",
      "Lead individuals or groups to tour site locations and describe points of interest."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Structured query language SQL",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Tableau",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Customer information databases",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Data visualization software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Financial accounting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Global positioning system GPS software",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "Travel Agent CMS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "54123",
    "onet_soc": "33-3052.00",
    "onet_title": "Transit and Railroad Police",
    "match_score": 0.17,
    "tasks": [
      "Prepare reports documenting investigation activities and results.",
      "Monitor transit areas and conduct security checks to protect railroad properties, patrons, and employees.",
      "Apprehend or remove trespassers or thieves from railroad property or coordinate with law enforcement agencies in apprehensions and removals.",
      "Direct security activities at derailments, fires, floods, or strikes involving railroad property.",
      "Patrol railroad yards, cars, stations, or other facilities to protect company property or shipments and to maintain order.",
      "Investigate or direct investigations of freight theft, suspicious damage or loss of passengers' valuables, or other crimes on railroad property.",
      "Examine credentials of unauthorized persons attempting to enter secured areas.",
      "Enforce traffic laws regarding the transit system and reprimand individuals who violate them.",
      "Provide training to the public or law enforcement personnel in railroad safety or security.",
      "Plan or implement special safety or preventive programs, such as fire or accident prevention."
    ],
    "technologies": [
      {
        "name": "Microsoft Active Server Pages ASP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Crime mapping software",
        "category": "Map creation software",
        "hot": false
      },
      {
        "name": "Integrated Automated Fingerprint Identification System IAFIS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Law enforcement information databases",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "MapInfo Professional",
        "category": "Map creation software",
        "hot": false
      },
      {
        "name": "MapInfo StreetPro",
        "category": "Map creation software",
        "hot": false
      },
      {
        "name": "National Crime Information Center (NCIC) database",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "SmugMug Flickr",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51322",
    "onet_soc": "35-3023.01",
    "onet_title": "Baristas",
    "match_score": 0.16,
    "tasks": [
      "Accept payment from customers, and make change as necessary.",
      "Serve customers in eating places that specialize in fast service and inexpensive carry-out food.",
      "Request and record customer orders, and compute bills, using cash registers, multi-counting machines, or pencil and paper.",
      "Balance receipts and payments in cash registers.",
      "Communicate with customers regarding orders, comments, and complaints.",
      "Serve food, beverages, or desserts to customers in such settings as take-out counters of restaurants or lunchrooms, business or industrial establishments, hotel rooms, and cars.",
      "Monitor and order supplies or food items, and restock as necessary to maintain inventory.",
      "Perform cleaning duties, such as sweeping, mopping, and washing dishes, to keep equipment and facilities sanitary.",
      "Brew coffee and tea, and fill containers with requested beverages.",
      "Clean and organize eating, service, and kitchen areas."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Accounting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Aldelo Systems Aldelo for Restaurants Pro",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Compris software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Foodman Home-Delivery",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Intuit QuickBooks Point of Sale",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Menu and nutrition database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "MICROS Systems HSI Profits Series",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "NCR Advanced Checkout Solution",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "NCR NeighborhoodPOS",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Plexis Software Plexis POS",
        "category": "Point of sale POS software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51321",
    "onet_soc": "35-3011.00",
    "onet_title": "Bartenders",
    "match_score": 0.16,
    "tasks": [
      "Clean glasses, utensils, and bar equipment.",
      "Collect money for drinks served.",
      "Balance cash receipts.",
      "Check identification of customers to verify age requirements for purchase of alcohol.",
      "Clean bars, work areas, and tables.",
      "Attempt to limit problems and liability related to customers' excessive drinking by taking steps such as persuading customers to stop drinking, or ordering taxis or other transportation for intoxicated patrons.",
      "Take beverage orders from serving staff or directly from patrons.",
      "Serve wine, and bottled or draft beer.",
      "Plan, organize, and control the operations of a cocktail lounge or bar.",
      "Stock bar with beer, wine, liquor, and related supplies such as ice, glassware, napkins, or straws."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "AZZ CardFile",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Compris software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Focus point of sale POS software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Intuit QuickBooks Point of Sale",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "MICROS Systems HSI Profits Series",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "NCR Advanced Checkout Solution",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "NCR NeighborhoodPOS",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Point of sale POS software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "The General Store",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51421",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "51702",
    "onet_soc": "39-3011.00",
    "onet_title": "Gambling Dealers",
    "match_score": 0.25,
    "tasks": [
      "Pay winnings or collect losing bets as established by the rules and procedures of a specific game.",
      "Greet customers and make them feel welcome.",
      "Exchange paper currency for playing chips or coin money.",
      "Check to ensure that all players have placed bets before play begins.",
      "Inspect cards and equipment to be used in games to ensure that they are in good condition.",
      "Deal cards to house hands, and compare these with players' hands to determine winners, as in black jack.",
      "Stand behind a gaming table and deal the appropriate number of cards to each player.",
      "Apply rule variations to card games such as poker, in which players bet on the value of their hands.",
      "Receive, verify, and record patrons' cash wagers.",
      "Conduct gambling games, such as dice, roulette, cards, or keno, following all applicable rules and regulations."
    ],
    "technologies": [
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Spark",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Slack",
        "category": "Cloud-based data access and sharing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "51112",
    "onet_soc": "39-3092.00",
    "onet_title": "Costume Attendants",
    "match_score": 0.25,
    "tasks": [
      "Create worksheets for dressing lists, show notes, or costume checks.",
      "Provide dressing assistance to cast members or assign cast dressers to assist specific cast members with costume changes.",
      "Arrange costumes in order of use to facilitate quick-change procedures for performances.",
      "Design or construct costumes or send them to tailors for construction, major repairs, or alterations.",
      "Examine costume fit on cast members and sketch or write notes for alterations.",
      "Distribute costumes or related equipment and keep records of item status.",
      "Check the appearance of costumes on stage or under lights to determine whether desired effects are being achieved.",
      "Clean and press costumes before and after performances and perform any minor repairs.",
      "Collaborate with production designers, costume designers, or other production staff to discuss and execute costume design details.",
      "Monitor, maintain, or secure inventories of costumes, wigs, or makeup, providing keys or access to assigned directors, costume designers, or wardrobe mistresses/masters."
    ],
    "technologies": [
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Garment tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "52301",
    "onet_soc": "41-2021.00",
    "onet_title": "Counter and Rental Clerks",
    "match_score": 0.17,
    "tasks": [
      "Compute charges for merchandise or services and receive payments.",
      "Receive orders for services, such as rentals, repairs, dry cleaning, and storage.",
      "Explain rental fees, policies, and procedures.",
      "Provide information about rental items, such as availability, operation, or description.",
      "Advise customers on use and care of merchandise.",
      "Greet customers and discuss the type, quality, and quantity of merchandise sought for rental.",
      "Answer telephones to provide information and receive orders.",
      "Inspect and adjust rental items to meet needs of customer.",
      "Prepare rental forms, obtaining customer signature and other information, such as required licenses.",
      "Rent items, arrange for provision of services to customers, and accept returns."
    ],
    "technologies": [
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Inventory management systems",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Point of sale POS software",
        "category": "Point of sale POS software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51311",
    "onet_soc": "35-3031.00",
    "onet_title": "Waiters and Waitresses",
    "match_score": 0.26,
    "tasks": [
      "Collect payments from customers.",
      "Check patrons' identification to ensure that they meet minimum age requirements for consumption of alcoholic beverages.",
      "Write patrons' food orders on order slips, memorize orders, or enter orders into computers for transmittal to kitchen staff.",
      "Check with customers to ensure that they are enjoying their meals, and take action to correct any problems.",
      "Take orders from patrons for food or beverages.",
      "Prepare checks that itemize and total meal costs and sales taxes.",
      "Remove dishes and glasses from tables or counters, and take them to kitchen for cleaning.",
      "Clean tables or counters after patrons have finished dining.",
      "Serve food or beverages to patrons, and prepare or serve specialty dishes at tables as required.",
      "Perform cleaning duties, such as sweeping and mopping floors, vacuuming carpet, tidying up server station, taking out trash, or checking and cleaning bathroom."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Compris Advanced Manager's Workstation",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Compris software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Hospitality Control Solutions Aloha Point-of-Sale",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Intuit QuickBooks Point of Sale",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "MICROS Systems HSI Profits Series",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "NCR Advanced Checkout Solution",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "NCR NeighborhoodPOS",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Point of sale POS software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "The General Store",
        "category": "Point of sale POS software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "52302",
    "onet_soc": "41-2011.00",
    "onet_title": "Cashiers",
    "match_score": 0.16,
    "tasks": [
      "Receive payment by cash, check, credit cards, vouchers, or automatic debits.",
      "Greet customers entering establishments.",
      "Issue receipts, refunds, credits, or change due to customers.",
      "Assist customers by providing information and resolving their complaints.",
      "Monitor checkout stations to ensure they have adequate cash available and are staffed appropriately.",
      "Establish or identify prices of goods, services, or admission, and tabulate bills, using calculators, cash registers, or optical price scanners.",
      "Answer incoming phone calls.",
      "Answer customers' questions, and provide information on procedures or policies.",
      "Request information or assistance, using paging systems.",
      "Help customers find the location of products."
    ],
    "technologies": [
      {
        "name": "Apple Safari",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Microsoft Edge",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Mozilla Firefox",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Accounting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "AFEXDirect",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Bookkeeping software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Electronic medical record EMR software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Handheld computer device software",
        "category": "Operating system software",
        "hot": false
      },
      {
        "name": "Point of sale POS software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "ReliaSoft Prism",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51111",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "53113",
    "onet_soc": "21-1021.00",
    "onet_title": "Child, Family, and School Social Workers",
    "match_score": 0.21,
    "tasks": [
      "Maintain case history records and prepare reports.",
      "Interview clients individually, in families, or in groups, assessing their situations, capabilities, and problems to determine what services are required to meet their needs.",
      "Serve as liaisons between students, homes, schools, family services, child guidance clinics, courts, protective services, doctors, and other contacts to help children who face problems, such as disabilities, abuse, or poverty.",
      "Develop and review service plans in consultation with clients and perform follow-ups assessing the quantity and quality of services provided.",
      "Address legal issues, such as child abuse and discipline, assisting with hearings and providing testimony to inform custody arrangements.",
      "Counsel parents with child rearing problems, interviewing the child and family to determine whether further action is required.",
      "Consult with parents, teachers, and other school personnel to determine causes of problems, such as truancy and misbehavior, and to implement solutions.",
      "Arrange for medical, psychiatric, and other tests that may disclose causes of difficulties and indicate remedial measures.",
      "Refer clients to community resources for services, such as job placement, debt counseling, legal aid, housing, medical treatment, or financial assistance, and provide concrete information, such as where to go and how to apply.",
      "Counsel individuals, groups, families, or communities regarding issues including mental health, poverty, unemployment, substance abuse, physical abuse, rehabilitation, social adjustment, child care, or medical care."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "EasyCBM",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "Patient electronic medical record EMR software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Student information systems SIS software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51201",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "53203",
    "onet_soc": "29-1292.00",
    "onet_title": "Dental Hygienists",
    "match_score": 0.25,
    "tasks": [
      "Record and review patient medical histories.",
      "Feel and visually examine gums for sores and signs of disease.",
      "Examine gums, using probes, to locate periodontal recessed gums and signs of gum disease.",
      "Clean calcareous deposits, accretions, and stains from teeth and beneath margins of gums, using dental instruments.",
      "Provide clinical services or health education to improve and maintain the oral health of patients or the general public.",
      "Chart conditions of decay and disease for diagnosis and treatment by dentist.",
      "Expose and develop x-ray film.",
      "Attend continuing education courses to maintain or update skills.",
      "Apply fluorides or other cavity preventing agents to arrest dental decay.",
      "Maintain dental equipment and sharpen and sterilize dental instruments."
    ],
    "technologies": [
      {
        "name": "Henry Schein Dentrix",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Dental billing software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Dental charting software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental clinical records software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental digital radiology software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental imaging software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental intra-oral imaging software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Dental office management software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Inventory management software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Open Dental",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Patterson Dental Supply Patterson EagleSoft",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Voice-activated perio charting software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51950",
    "onet_soc": "15-1299.04",
    "onet_title": "Penetration Testers",
    "match_score": 0.25,
    "tasks": [
      "Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.",
      "Identify or document backup or recovery plans.",
      "Back up or modify applications and related data to provide for disaster recovery.",
      "Correct testing-identified problems, or recommend actions for their resolution.",
      "Identify, standardize, and communicate levels of access and security.",
      "Determine sources of Web page or server problems, and take action to correct such problems.",
      "Implement updates, upgrades, and patches in a timely manner to limit loss of service.",
      "Implement Web site security measures, such as firewalls or message encryption.",
      "Collaborate with development teams to discuss, analyze, or resolve usability issues.",
      "Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "53115",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "52492",
    "onet_soc": "11-9051.00",
    "onet_title": "Food Service Managers",
    "match_score": 0.33,
    "tasks": [
      "Count money and make bank deposits.",
      "Establish standards for personnel performance and customer service.",
      "Keep records required by government agencies regarding sanitation or food subsidies.",
      "Schedule staff hours and assign duties.",
      "Investigate and resolve complaints regarding food quality, service, or accommodations.",
      "Maintain food and equipment inventories, and keep inventory records.",
      "Perform some food preparation or service tasks, such as cooking, clearing tables, and serving food and drinks when necessary.",
      "Monitor budgets and payroll records, and review financial transactions to ensure that expenditures are authorized and budgeted.",
      "Schedule and receive food and beverage deliveries, checking delivery contents to verify product quality and quantity.",
      "Coordinate assignments of cooking personnel to ensure economical use of food and timely preparation."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Aestiva Employee Time Clock",
        "category": "Time accounting software",
        "hot": false
      },
      {
        "name": "Apache Groovy",
        "category": "Object or component oriented development software",
        "hot": false
      },
      {
        "name": "Army Food Management Information System",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Aurora FoodPro",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "ChefDesk Chef's Calculators",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "ClubSoft Food & Beverage Point of Sale",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Culinary Software Services ChefTec",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "DataTeam Lunch Express",
        "category": "Point of sale POS software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51411",
    "onet_soc": "39-5012.00",
    "onet_title": "Hairdressers, Hairstylists, and Cosmetologists",
    "match_score": 0.18,
    "tasks": [
      "Keep work stations clean and sanitize tools, such as scissors and combs.",
      "Bleach, dye, or tint hair, using applicator or brush.",
      "Cut, trim and shape hair or hairpieces, based on customers' instructions, hair type, and facial features, using clippers, scissors, trimmers and razors.",
      "Schedule client appointments.",
      "Update and maintain customer information records, such as beauty services provided.",
      "Demonstrate and sell hair care products and cosmetics.",
      "Analyze patrons' hair and other physical features to determine and recommend beauty treatment or suggest hair styles.",
      "Shampoo, rinse, condition, and dry hair and scalp or hairpieces with water, liquid soap, or other solutions.",
      "Operate cash registers to receive payments from patrons.",
      "Order, display, and maintain supplies."
    ],
    "technologies": [
      {
        "name": "Apple iOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Customer information databases",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Sale processing software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "YouTube",
        "category": "Video creation and editing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "53201",
    "onet_soc": "15-1211.01",
    "onet_title": "Health Informatics Specialists",
    "match_score": 0.17,
    "tasks": [
      "Troubleshoot program and system malfunctions to restore normal functioning.",
      "Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.",
      "Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",
      "Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",
      "Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.",
      "Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",
      "Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",
      "Consult with management to ensure agreement on system principles.",
      "Specify inputs accessed by the system and plan the distribution and use of the results.",
      "Expand or modify system to serve new purposes or improve work flow."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      },
      {
        "name": "Apache Cassandra",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hadoop",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Apache Hive",
        "category": "Data base management system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "51502",
    "onet_soc": "35-2013.00",
    "onet_title": "Cooks, Private Household",
    "match_score": 0.17,
    "tasks": [
      "Peel, wash, trim, and cook vegetables and meats, and bake breads and pastries.",
      "Cool, package, label, and freeze foods for later consumption and provide instructions for reheating.",
      "Plan menus according to employers' needs and diet restrictions.",
      "Shop for or order food and kitchen supplies and equipment.",
      "Prepare meals in private homes according to employers' recipes or tastes, handling all meals for the family and possibly for other household staff.",
      "Keep records pertaining to menus, finances, and other business-related issues.",
      "Stock, organize, and clean kitchens and cooking utensils.",
      "Direct the operation and organization of kitchens and all food-related activities, including the presentation and serving of food.",
      "Specialize in preparing fancy dishes or food for special diets.",
      "Plan and prepare food for parties, holiday meals, luncheons, special functions, and other social events."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "WordPress",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "APPCA Personal Chef Office",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Cooking e-books",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Cost tracking software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Food inventory software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      },
      {
        "name": "YouTube",
        "category": "Video creation and editing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51501",
    "onet_soc": "43-4081.00",
    "onet_title": "Hotel, Motel, and Resort Desk Clerks",
    "match_score": 0.1,
    "tasks": [
      "Greet, register, and assign rooms to guests of hotels or motels.",
      "Contact housekeeping or maintenance staff when guests report problems.",
      "Issue room keys and escort instructions to bellhops.",
      "Make and confirm reservations.",
      "Verify customers' credit, and establish how the customer will pay for the accommodation.",
      "Keep records of room availability and guests' accounts, manually or using computers.",
      "Post charges, such as those for rooms, food, liquor, or telephone calls, to ledgers, manually or by using computers.",
      "Review accounts and charges with guests during the check out process.",
      "Record guest comments or complaints, referring customers to managers as necessary.",
      "Compute bills, collect payments, and make change for guests."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Yardi software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "ASI FrontDesk",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Delphi Technology",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Incident tracking software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "InnQuest roomMaster",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Microsoft Publisher",
        "category": "Desktop publishing software",
        "hot": false
      },
      {
        "name": "Property management system PMS software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Ramesys Hospitality",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Resort Data Processing",
        "category": "Facilities management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51503",
    "onet_soc": "37-2012.00",
    "onet_title": "Maids and Housekeeping Cleaners",
    "match_score": 0.17,
    "tasks": [
      "Keep storage areas and carts well-stocked, clean, and tidy.",
      "Carry linens, towels, toilet items, and cleaning supplies, using wheeled carts.",
      "Clean rooms, hallways, lobbies, lounges, restrooms, corridors, elevators, stairways, locker rooms, and other work areas so that health standards are met.",
      "Empty wastebaskets, empty and clean ashtrays, and transport other trash and waste to disposal areas.",
      "Sweep, scrub, wax, or polish floors, using brooms, mops, or powered scrubbing and waxing machines.",
      "Replenish supplies, such as drinking glasses, linens, writing supplies, and bathroom items.",
      "Clean rugs, carpets, upholstered furniture, and draperies, using vacuum cleaners and shampooers.",
      "Wash windows, walls, ceilings, and woodwork, waxing and polishing as necessary.",
      "Dust and polish furniture and equipment.",
      "Disinfect equipment and supplies, using germicides or steam-operated sterilizers."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Computerized bed control system software",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      },
      {
        "name": "Computerized maintenance management system CMMS",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Eko",
        "category": "Desktop communications software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "54193",
    "onet_soc": "13-2053.00",
    "onet_title": "Insurance Underwriters",
    "match_score": 0.25,
    "tasks": [
      "Examine documents to determine degree of risk from factors such as applicant health, financial standing and value, and condition of property.",
      "Decline excessive risks.",
      "Write to field representatives, medical personnel, or others to obtain further information, quote rates, or explain company underwriting policies.",
      "Evaluate possibility of losses due to catastrophe or excessive insurance.",
      "Review company records to determine amount of insurance in force on single risk or group of closely related risks.",
      "Decrease value of policy when risk is substandard and specify applicable endorsements or apply rating to ensure safe, profitable distribution of risks, using reference materials.",
      "Authorize reinsurance of policy when risk is high."
    ],
    "technologies": [
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Anodas Software Limited Phoenix",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Consilience Software Maven Insurance Automation Suite",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "CSC nbAccelerator",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Delphi Technology",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Fair Isaac Enterprise Decision Management for Insurance",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Fannie Mae Desktop Underwriter",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Fiserv Advanced Underwriting",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "LabOne NET",
        "category": "Financial analysis software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51942",
    "onet_soc": "29-9091.00",
    "onet_title": "Athletic Trainers",
    "match_score": 0.25,
    "tasks": [
      "Conduct an initial assessment of an athlete's injury or illness to provide emergency or continued care and to determine whether they should be referred to physicians for definitive diagnosis and treatment.",
      "Assess and report the progress of recovering athletes to coaches or physicians.",
      "Care for athletic injuries, using physical therapy equipment, techniques, or medication.",
      "Evaluate athletes' readiness to play and provide participation clearances when necessary and warranted.",
      "Perform general administrative tasks, such as keeping records or writing reports.",
      "Clean and sanitize athletic training rooms.",
      "Instruct coaches, athletes, parents, medical personnel, or community members in the care and prevention of athletic injuries.",
      "Apply protective or injury preventive devices, such as tape, bandages, or braces, to body parts, such as ankles, fingers, or wrists.",
      "Collaborate with physicians to develop and implement comprehensive rehabilitation programs for athletic injuries.",
      "Travel with athletic teams to be available at sporting events."
    ],
    "technologies": [
      {
        "name": "BioEx Systems Exercise Pro",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Digital Coach AthleticTrainer",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ImPACT Applications ImPACT",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Injury tracking software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Keffer Development Services Athletic Trainer System ATS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Premier Software Simtrak Mobility",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "54150",
    "onet_soc": "33-9092.00",
    "onet_title": "Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers",
    "match_score": 0.08,
    "tasks": [
      "Patrol or monitor recreational areas, such as trails, slopes, or swimming areas, on foot, in vehicles, or from towers.",
      "Rescue distressed persons, using rescue techniques and equipment.",
      "Contact emergency medical personnel in case of serious injury.",
      "Examine injured persons and administer first aid or cardiopulmonary resuscitation, if necessary, using training and medical supplies and equipment.",
      "Warn recreational participants of inclement weather, unsafe areas, or illegal conduct.",
      "Maintain quality of pool water by testing chemical levels.",
      "Complete and maintain records of weather and beach conditions, emergency medical treatments performed, and other relevant incident information.",
      "Instruct participants in skiing, swimming, or other recreational activities and provide safety precaution information.",
      "Inspect recreational equipment, such as rope tows, T-bars, J-bars, or chair lifts, for safety hazards and damage or wear.",
      "Inspect recreational facilities for cleanliness."
    ],
    "technologies": [
      {
        "name": "Microsoft Publisher",
        "category": "Desktop publishing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51422",
    "onet_soc": "39-5092.00",
    "onet_title": "Manicurists and Pedicurists",
    "match_score": 0.26,
    "tasks": [
      "Clean and sanitize tools and work environment.",
      "Apply undercoat and clear or colored polish onto nails with brush.",
      "Maintain supply inventories and records of client services.",
      "Shape and smooth ends of nails, using scissors, files, or emery boards.",
      "Prepare nail cuticles with water and oil, using cuticle knives to push back cuticles and scissors or nippers to trim cuticles.",
      "Prepare customers' nails in soapy water, using swabs, files, and orange sticks.",
      "Remove previously applied nail polish, using liquid remover and swabs.",
      "Use rotary abrasive wheels to shape and smooth nails or artificial extensions.",
      "Schedule client appointments and accept payments.",
      "Assess the condition of clients' hands, remove dead skin, and massage hands."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Aknaf ADVANTAGE Salon Software and Spa Software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Customer information databases",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "DaySmart Software Salon Iris",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51491",
    "onet_soc": "29-2036.00",
    "onet_title": "Medical Dosimetrists",
    "match_score": 0.25,
    "tasks": [
      "Design the arrangement of radiation fields to reduce exposure to critical patient structures, such as organs, using computers, manuals, and guides.",
      "Plan the use of beam modifying devices, such as compensators, shields, and wedge filters, to ensure safe and effective delivery of radiation treatment.",
      "Identify and outline bodily structures, using imaging procedures, such as x-ray, magnetic resonance imaging, computed tomography, or positron emission tomography.",
      "Calculate the delivery of radiation treatment, such as the amount or extent of radiation per session, based on the prescribed course of radiation therapy.",
      "Calculate, or verify calculations of, prescribed radiation doses.",
      "Develop radiation treatment plans in consultation with members of the radiation oncology team.",
      "Supervise or perform simulations for tumor localizations, using imaging methods such as magnetic resonance imaging, computed tomography, or positron emission tomography scans.",
      "Create and transfer reference images and localization markers for treatment delivery, using image-guided radiation therapy.",
      "Record patient information, such as radiation doses administered, in patient records.",
      "Advise oncology team members on use of beam modifying or immobilization devices in radiation treatment plans."
    ],
    "technologies": [
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Medical condition coding software",
        "category": "Medical software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "53202",
    "onet_soc": "31-1131.00",
    "onet_title": "Nursing Assistants",
    "match_score": 0.15,
    "tasks": [
      "Turn or reposition bedridden patients.",
      "Answer patient call signals, signal lights, bells, or intercom systems to determine patients' needs.",
      "Feed patients or assist patients to eat or drink.",
      "Measure and record food and liquid intake or urinary and fecal output, reporting changes to medical or nursing staff.",
      "Provide physical support to assist patients to perform daily living activities, such as getting out of bed, bathing, dressing, using the toilet, standing, walking, or exercising.",
      "Document or otherwise report observations of patient behavior, complaints, or physical symptoms to nurses.",
      "Remind patients to take medications or nutritional supplements.",
      "Review patients' dietary restrictions, food allergies, and preferences to ensure patient receives appropriate diet.",
      "Undress, wash, and dress patients who are unable to do so for themselves.",
      "Observe or examine patients to detect symptoms that may require medical attention, such as bruises, open wounds, or blood in urine."
    ],
    "technologies": [
      {
        "name": "Apache Spark",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Epic Systems",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "MEDITECH software",
        "category": "Medical software",
        "hot": true
      },
      {
        "name": "Billing software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "GE Healthcare Centricity EMR",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Health information database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Medical condition coding software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Medical procedure coding software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Medical record charting software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "PointClickCare healthcare software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Telemetry software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "52491",
    "onet_soc": "17-2171.00",
    "onet_title": "Petroleum Engineers",
    "match_score": 0.25,
    "tasks": [
      "Specify and supervise well modification and stimulation programs to maximize oil and gas recovery.",
      "Monitor production rates, and plan rework processes to improve production.",
      "Maintain records of drilling and production operations.",
      "Analyze data to recommend placement of wells and supplementary processes to enhance production.",
      "Assist engineering and other personnel to solve operating problems.",
      "Direct and monitor the completion and evaluation of wells, well testing, or well surveys.",
      "Develop plans for oil and gas field drilling, and for product recovery and treatment.",
      "Assess costs and estimate the production capabilities and economic value of oil and gas wells, to evaluate the economic viability of potential drilling sites.",
      "Confer with scientific, engineering, and technical personnel to resolve design, research, and testing problems.",
      "Interpret drilling and testing information for personnel."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Studio",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "54144",
    "onet_soc": "11-3013.01",
    "onet_title": "Security Managers",
    "match_score": 0.25,
    "tasks": [
      "Monitor the facility to ensure that it remains safe, secure, and well-maintained.",
      "Oversee the maintenance and repair of machinery, equipment, and electrical and mechanical systems.",
      "Oversee construction and renovation projects to improve efficiency and to ensure that facilities meet environmental, health, and security standards, and comply with government regulations.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Participate in architectural and engineering planning and design, including space and installation management.",
      "Set goals and deadlines for the department.",
      "Conduct classes to teach procedures to staff.",
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Acquire, distribute and store supplies.",
      "Dispose of, or oversee the disposal of, surplus or unclaimed property."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "51121",
    "onet_soc": "11-3012.00",
    "onet_title": "Administrative Services Managers",
    "match_score": 0.17,
    "tasks": [
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Set goals and deadlines for the department.",
      "Acquire, distribute and store supplies.",
      "Analyze internal processes and recommend and implement procedural or policy changes to improve operations, such as supply changes or the disposal of records.",
      "Conduct classes to teach procedures to staff.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Hire and terminate clerical and administrative personnel.",
      "Direct or coordinate the supportive services department of a business, agency, or organization.",
      "Communicate with and provide guidance for external vendors and service providers to ensure the organization, department, or work unit's business needs are met.",
      "Develop operational standards and procedures for the work unit or department."
    ],
    "technologies": [
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "52421",
    "onet_soc": "11-2022.00",
    "onet_title": "Sales Managers",
    "match_score": 0.25,
    "tasks": [
      "Oversee regional and local sales managers and their staffs.",
      "Resolve customer complaints regarding sales and service.",
      "Monitor customer preferences to determine focus of sales efforts.",
      "Confer with potential customers regarding equipment needs, and advise customers on types of equipment to purchase.",
      "Review operational records and reports to project sales and determine profitability.",
      "Plan and direct staffing, training, and performance evaluations to develop and control sales and service programs.",
      "Direct and coordinate activities involving sales of manufactured products, services, commodities, real estate, or other subjects of sale.",
      "Determine price schedules and discount rates.",
      "Prepare budgets and approve budget expenditures.",
      "Confer or consult with department heads to plan advertising services and to secure information on equipment and customer specifications."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "52201",
    "onet_soc": "11-2022.00",
    "onet_title": "Sales Managers",
    "match_score": 0.25,
    "tasks": [
      "Oversee regional and local sales managers and their staffs.",
      "Resolve customer complaints regarding sales and service.",
      "Monitor customer preferences to determine focus of sales efforts.",
      "Confer with potential customers regarding equipment needs, and advise customers on types of equipment to purchase.",
      "Review operational records and reports to project sales and determine profitability.",
      "Plan and direct staffing, training, and performance evaluations to develop and control sales and service programs.",
      "Direct and coordinate activities involving sales of manufactured products, services, commodities, real estate, or other subjects of sale.",
      "Determine price schedules and discount rates.",
      "Prepare budgets and approve budget expenditures.",
      "Confer or consult with department heads to plan advertising services and to secure information on equipment and customer specifications."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "52422",
    "onet_soc": "41-9091.00",
    "onet_title": "Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",
    "match_score": 0.14,
    "tasks": [
      "Explain products or services and prices and demonstrate use of products.",
      "Develop prospect lists.",
      "Deliver merchandise and collect payment.",
      "Write and record orders for merchandise or enter orders into computers.",
      "Arrange buying parties and solicit sponsorship of such parties to sell merchandise.",
      "Answer questions about product features and benefits.",
      "Distribute product samples or literature that details products or services.",
      "Circulate among potential customers or travel by foot, truck, automobile, or bicycle to deliver or sell merchandise or services.",
      "Persuade customers to purchase merchandise or services.",
      "Set up and display sample merchandise at parties or stands."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Operating system software",
        "category": "Operating system software",
        "hot": false
      },
      {
        "name": "Route mapping software",
        "category": "Route navigation software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "54142",
    "onet_soc": "11-3013.01",
    "onet_title": "Security Managers",
    "match_score": 0.25,
    "tasks": [
      "Monitor the facility to ensure that it remains safe, secure, and well-maintained.",
      "Oversee the maintenance and repair of machinery, equipment, and electrical and mechanical systems.",
      "Oversee construction and renovation projects to improve efficiency and to ensure that facilities meet environmental, health, and security standards, and comply with government regulations.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Participate in architectural and engineering planning and design, including space and installation management.",
      "Set goals and deadlines for the department.",
      "Conduct classes to teach procedures to staff.",
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Acquire, distribute and store supplies.",
      "Dispose of, or oversee the disposal of, surplus or unclaimed property."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "51202",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "54143",
    "onet_soc": "11-3013.01",
    "onet_title": "Security Managers",
    "match_score": 0.25,
    "tasks": [
      "Monitor the facility to ensure that it remains safe, secure, and well-maintained.",
      "Oversee the maintenance and repair of machinery, equipment, and electrical and mechanical systems.",
      "Oversee construction and renovation projects to improve efficiency and to ensure that facilities meet environmental, health, and security standards, and comply with government regulations.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Participate in architectural and engineering planning and design, including space and installation management.",
      "Set goals and deadlines for the department.",
      "Conduct classes to teach procedures to staff.",
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Acquire, distribute and store supplies.",
      "Dispose of, or oversee the disposal of, surplus or unclaimed property."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "54141",
    "onet_soc": "11-3013.01",
    "onet_title": "Security Managers",
    "match_score": 0.25,
    "tasks": [
      "Monitor the facility to ensure that it remains safe, secure, and well-maintained.",
      "Oversee the maintenance and repair of machinery, equipment, and electrical and mechanical systems.",
      "Oversee construction and renovation projects to improve efficiency and to ensure that facilities meet environmental, health, and security standards, and comply with government regulations.",
      "Plan, administer, and control budgets for contracts, equipment, and supplies.",
      "Participate in architectural and engineering planning and design, including space and installation management.",
      "Set goals and deadlines for the department.",
      "Conduct classes to teach procedures to staff.",
      "Prepare and review operational reports and schedules to ensure accuracy and efficiency.",
      "Acquire, distribute and store supplies.",
      "Dispose of, or oversee the disposal of, surplus or unclaimed property."
    ],
    "technologies": [
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Oracle Primavera Enterprise Project Portfolio Management",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "52202",
    "onet_soc": "11-2022.00",
    "onet_title": "Sales Managers",
    "match_score": 0.25,
    "tasks": [
      "Oversee regional and local sales managers and their staffs.",
      "Resolve customer complaints regarding sales and service.",
      "Monitor customer preferences to determine focus of sales efforts.",
      "Confer with potential customers regarding equipment needs, and advise customers on types of equipment to purchase.",
      "Review operational records and reports to project sales and determine profitability.",
      "Plan and direct staffing, training, and performance evaluations to develop and control sales and service programs.",
      "Direct and coordinate activities involving sales of manufactured products, services, commodities, real estate, or other subjects of sale.",
      "Determine price schedules and discount rates.",
      "Prepare budgets and approve budget expenditures.",
      "Confer or consult with department heads to plan advertising services and to secure information on equipment and customer specifications."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Google Analytics",
        "category": "Data mining software",
        "hot": true
      },
      {
        "name": "HubSpot software",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Marketo Marketing Automation",
        "category": "Sales and marketing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Azure software",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "51492",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "53120",
    "onet_soc": "25-3099.00",
    "onet_title": "Teachers and Instructors, All Other",
    "match_score": 0.26,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "52440",
    "onet_soc": "41-9041.00",
    "onet_title": "Telemarketers",
    "match_score": 0.16,
    "tasks": [
      "Contact businesses or private individuals by telephone to solicit sales for goods or services, or to request donations for charitable causes.",
      "Obtain customer information such as name, address, and payment method, and enter orders into computers.",
      "Explain products or services and prices, and answer questions from customers.",
      "Record names, addresses, purchases, and reactions of prospects contacted.",
      "Maintain records of contacts, accounts, and orders.",
      "Answer telephone calls from potential customers who have been solicited through advertisements.",
      "Deliver prepared sales talks, reading from scripts that describe products or services, to persuade potential customers to purchase a product or service or to make a donation.",
      "Telephone or write letters to respond to correspondence from customers or to follow up initial sales contacts.",
      "Adjust sales scripts to better target the needs and interests of specific individuals.",
      "Obtain names and telephone numbers of potential customers from sources such as telephone directories, magazine reply cards, and lists purchased from other organizations."
    ],
    "technologies": [
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "Acarda Sales Technologies Acarda Outbound",
        "category": "Helpdesk or call center software",
        "hot": false
      },
      {
        "name": "Automatic call distribution software",
        "category": "Helpdesk or call center software",
        "hot": false
      },
      {
        "name": "Customer relationship management CRM software",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Database Systems Corp Telemation",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Interactive voice response software",
        "category": "Interactive voice response software",
        "hot": false
      },
      {
        "name": "Microsoft Dynamics",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Remote access call center software",
        "category": "Access software",
        "hot": false
      },
      {
        "name": "Softphone software",
        "category": "Helpdesk or call center software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51131",
    "onet_soc": "39-7011.00",
    "onet_title": "Tour Guides and Escorts",
    "match_score": 0.33,
    "tasks": [
      "Describe tour points of interest to group members, and respond to questions.",
      "Escort individuals or groups on cruises, sightseeing tours, or through places of interest, such as industrial establishments, public buildings, or art galleries.",
      "Monitor visitors' activities to ensure compliance with establishment or tour regulations and safety practices.",
      "Conduct educational activities for school children.",
      "Research various topics, including site history, environmental conditions, and clients' skills and abilities to plan appropriate expeditions, instruction, and commentary.",
      "Provide directions and other pertinent information to visitors.",
      "Select travel routes and sites to be visited based on knowledge of specific areas.",
      "Provide for physical safety of groups, performing such activities as providing first aid or directing emergency evacuations.",
      "Assemble and check the required supplies and equipment prior to departure.",
      "Greet and register visitors, and issue any required identification badges or safety devices."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apple Safari",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Centaur Systems Centaur Travel Business Management System TBMS",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Global positioning system GPS software",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "IBS Software Services Tour Partner",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Microsoft Internet Explorer",
        "category": "Internet browser software",
        "hot": false
      },
      {
        "name": "Padlet",
        "category": "Computer based training software",
        "hot": false
      },
      {
        "name": "RBS GoTour Online",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "SmugMug Flickr",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Softrip Travel Software System",
        "category": "Customer relationship management CRM software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51931",
    "onet_soc": "39-4031.00",
    "onet_title": "Morticians, Undertakers, and Funeral Arrangers",
    "match_score": 0.13,
    "tasks": [
      "Oversee the preparation and care of the remains of people who have died.",
      "Obtain information needed to complete legal documents, such as death certificates or burial permits.",
      "Perform embalming duties, as necessary.",
      "Consult with families or friends of the deceased to arrange funeral details, such as obituary notice wording, casket selection, or plans for services.",
      "Remove deceased remains from place of death.",
      "Contact cemeteries to schedule the opening and closing of graves.",
      "Plan, schedule, or coordinate funerals, burials, or cremations, arranging details such as floral delivery or the time and place of services.",
      "Close caskets and lead funeral corteges to churches or burial sites.",
      "Provide information on funeral service options, products, or merchandise, and maintain a casket display area.",
      "Offer counsel and comfort to bereaved families or friends."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "Belmar & Associates Mortware",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Custom Data Systems Sterling Management Software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "FPA Software MACCS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "FuneralKiosk",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "HMIS Advantage",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "iCIMS Talent Cloud software",
        "category": "Human resources software",
        "hot": false
      },
      {
        "name": "Twin Tier Technologies MIMS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "51312",
    "onet_soc": "35-3031.00",
    "onet_title": "Waiters and Waitresses",
    "match_score": 0.26,
    "tasks": [
      "Collect payments from customers.",
      "Check patrons' identification to ensure that they meet minimum age requirements for consumption of alcoholic beverages.",
      "Write patrons' food orders on order slips, memorize orders, or enter orders into computers for transmittal to kitchen staff.",
      "Check with customers to ensure that they are enjoying their meals, and take action to correct any problems.",
      "Take orders from patrons for food or beverages.",
      "Prepare checks that itemize and total meal costs and sales taxes.",
      "Remove dishes and glasses from tables or counters, and take them to kitchen for cleaning.",
      "Clean tables or counters after patrons have finished dining.",
      "Serve food or beverages to patrons, and prepare or serve specialty dishes at tables as required.",
      "Perform cleaning duties, such as sweeping and mopping floors, vacuuming carpet, tidying up server station, taking out trash, or checking and cleaning bathroom."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Compris Advanced Manager's Workstation",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Compris software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Hospitality Control Solutions Aloha Point-of-Sale",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Intuit QuickBooks Point of Sale",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "MICROS Systems HSI Profits Series",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "NCR Advanced Checkout Solution",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "NCR NeighborhoodPOS",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Point of sale POS software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "The General Store",
        "category": "Point of sale POS software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "62212",
    "onet_soc": "13-1074.00",
    "onet_title": "Farm Labor Contractors",
    "match_score": 0.17,
    "tasks": [
      "Pay wages of contracted farm laborers.",
      "Provide food, drinking water, and field sanitation facilities to contracted workers.",
      "Recruit and hire agricultural workers.",
      "Employ foremen to deal directly with workers when recruiting, hiring, instructing, assigning tasks, and enforcing work rules.",
      "Supervise the work of contracted employees.",
      "Furnish tools for employee use.",
      "Direct and transport workers to appropriate work sites."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Bookkeeping software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "E-Verify",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Financial accounting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "61133",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "61131",
    "onet_soc": "17-1012.00",
    "onet_title": "Landscape Architects",
    "match_score": 0.25,
    "tasks": [
      "Confer with clients, engineering personnel, or architects on landscape projects.",
      "Analyze data on conditions such as site location, drainage, or structure location for environmental reports or landscaping plans.",
      "Inspect landscape work to ensure compliance with specifications, evaluate quality of materials or work, or advise clients or construction personnel.",
      "Prepare site plans, specifications, or cost estimates for land development.",
      "Integrate existing land features or landscaping into designs.",
      "Collaborate with architects or related professionals on whole building design to maximize the aesthetic features of structures or surrounding land and to improve energy efficiency.",
      "Prepare graphic representations or drawings of proposed plans or designs.",
      "Inspect proposed sites to identify structural elements of land areas or other important site information, such as soil condition, existing landscaping, or the proximity of water management facilities.",
      "Collaborate with estimators to cost projects, create project plans, or coordinate bids from landscaping contractors.",
      "Create landscapes that minimize water consumption such as by incorporating drought-resistant grasses or indigenous plants."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Trimble SketchUp Pro",
        "category": "Computer aided design CAD software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "71271",
    "onet_soc": "49-9021.00",
    "onet_title": "Heating, Air Conditioning, and Refrigeration Mechanics and Installers",
    "match_score": 0.33,
    "tasks": [
      "Test electrical circuits or components for continuity, using electrical test equipment.",
      "Comply with all applicable standards, policies, or procedures, such as safety procedures or the maintenance of a clean work area.",
      "Study blueprints, design specifications, or manufacturers' recommendations to ascertain the configuration of heating or cooling equipment components and to ensure the proper installation of components.",
      "Discuss heating or cooling system malfunctions with users to isolate problems or to verify that repairs corrected malfunctions.",
      "Connect heating or air conditioning equipment to fuel, water, or refrigerant source to form complete circuit.",
      "Adjust system controls to settings recommended by manufacturer to balance system.",
      "Recommend, develop, or perform preventive or general maintenance procedures, such as cleaning, power-washing, or vacuuming equipment, oiling parts, or changing filters.",
      "Inspect and test systems to verify system compliance with plans and specifications or to detect and locate malfunctions.",
      "Repair or replace defective equipment, components, or wiring.",
      "Install or repair self-contained ground source heat pumps or hybrid ground or air source heat pumps to minimize carbon-based energy consumption and reduce carbon emissions."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Alerton Ascent Compass",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Building automation software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Computer aided design CAD software",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Computerized maintenance management system CMMS",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Contact management systems",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Cworks CMMS",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Data logging software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Delta Controls inteliWEB",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Facility energy management software",
        "category": "Facilities management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "72310",
    "onet_soc": "49-3023.00",
    "onet_title": "Automotive Service Technicians and Mechanics",
    "match_score": 0.25,
    "tasks": [
      "Inspect vehicles for damage and record findings so that necessary repairs can be made.",
      "Test drive vehicles and test components and systems, using equipment such as infrared engine analyzers, compression gauges, and computerized diagnostic devices.",
      "Test and adjust repaired systems to meet manufacturers' performance specifications.",
      "Repair, reline, replace, and adjust brakes.",
      "Review work orders and discuss work with supervisors.",
      "Estimate costs of vehicle repair.",
      "Confer with customers to obtain descriptions of vehicle problems and to discuss work to be performed and future repair requirements.",
      "Align vehicles' front ends.",
      "Align wheels, axles, frames, torsion bars, and steering mechanisms of automobiles, using special alignment equipment and wheel-balancing machines.",
      "Tear down, repair, and rebuild faulty assemblies, such as power systems, steering systems, and linkages."
    ],
    "technologies": [
      {
        "name": "Apple Safari",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Microsoft Edge",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Mozilla Firefox",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Alliance Automotive Shop Controller",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Amcom AUTOS2000",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "AutoZone ALLDATA",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Blue Streak Electronics Buell Diagnostic",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "CODA Engine Analysis System",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Computer aided manufacturing CAM software",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "75121",
    "onet_soc": "51-3011.00",
    "onet_title": "Bakers",
    "match_score": 0.16,
    "tasks": [
      "Check products for quality, and identify damaged or expired goods.",
      "Set oven temperatures, and place items into hot ovens for baking.",
      "Combine measured ingredients in bowls of mixing, blending, or cooking machinery.",
      "Place dough in pans, molds, or on sheets, and bake in production ovens or on grills.",
      "Set time and speed controls for mixing machines, blending machines, or steam kettles so that ingredients will be mixed or cooked according to instructions.",
      "Measure or weigh flour or other ingredients to prepare batters, doughs, fillings, or icings, using scales or graduated containers.",
      "Observe color of products being baked, and adjust oven temperatures, humidity, or conveyor speeds accordingly.",
      "Check the quality of raw materials to ensure that standards and specifications are met.",
      "Check equipment to ensure that it meets health and safety regulations, and perform maintenance or cleaning, as necessary.",
      "Adapt the quantity of ingredients to match the amount of items to be baked."
    ],
    "technologies": [
      {
        "name": "ADP Enterprise eTIME",
        "category": "Time accounting software",
        "hot": false
      },
      {
        "name": "Afcom Datasafe Computer Services FlexiBake",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "At Your Service Software CostGuard",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Axxya Systems Nutritionist Pro",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Barrington Software CookenPro",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Culinary Software Services ChefTec",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "EGS CALCMENU",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Enggist & Grandjean EGS F&B Control",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      },
      {
        "name": "iPro",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "LegacyUSA BakeSmart",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Masters Software CakeBoss",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Sage 100 ERP",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "71331",
    "onet_soc": "37-2019.00",
    "onet_title": "Building Cleaning Workers, All Other",
    "match_score": 0.17,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "71311",
    "onet_soc": "47-2141.00",
    "onet_title": "Painters, Construction and Maintenance",
    "match_score": 0.18,
    "tasks": [
      "Cover surfaces with dropcloths or masking tape and paper to protect surfaces during painting.",
      "Read work orders or receive instructions from supervisors or homeowners to determine work requirements.",
      "Apply paint, stain, varnish, enamel, or other finishes to equipment, buildings, bridges, or other structures, using brushes, spray guns, or rollers.",
      "Fill cracks, holes, or joints with caulk, putty, plaster, or other fillers, using caulking guns or putty knives.",
      "Smooth surfaces, using sandpaper, scrapers, brushes, steel wool, or sanding machines.",
      "Erect scaffolding or swing gates, or set up ladders, to work above ground level.",
      "Wash and treat surfaces with oil, turpentine, mildew remover, or other preparations, and sand rough spots to ensure that finishes will adhere properly.",
      "Apply primers or sealers to prepare new surfaces, such as bare wood or metal, for finish coats.",
      "Calculate amounts of required materials and estimate costs, based on surface measurements or work orders.",
      "Remove old finishes by stripping, sanding, wire brushing, burning, or using water or abrasive blasting."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Act!",
        "category": "Customer relationship management CRM software",
        "hot": false
      },
      {
        "name": "Corel Paint Shop Pro",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Corel Painter",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Evergreen Technology Eagle Bid Estimating",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Evergreen Technology Total Faux",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Insight Direct ServiceCEO",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "On Center Quick Bid",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Turtle Creek Software Goldenseal",
        "category": "Project management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "75110",
    "onet_soc": "35-9099.00",
    "onet_title": "Food Preparation and Serving Related Workers, All Other",
    "match_score": 0.2,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "71151",
    "onet_soc": "47-3012.00",
    "onet_title": "Helpers--Carpenters",
    "match_score": 0.25,
    "tasks": [
      "Clean work areas, machines, or equipment, to maintain a clean and safe job site.",
      "Fasten timbers or lumber with glue, screws, pegs, or nails and install hardware.",
      "Perform tie spacing layout and measure, mark, drill or cut.",
      "Select tools, equipment, or materials from storage and transport items to work site.",
      "Drill holes in timbers or lumber.",
      "Cut timbers, lumber, or paneling to specified dimensions.",
      "Position and hold timbers, lumber, or paneling in place for fastening or cutting.",
      "Align, straighten, plumb, or square forms for installation.",
      "Hold plumb bobs, sighting rods, or other equipment to aid in establishing reference points and lines.",
      "Erect scaffolding, shoring, or braces."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "UNIX",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Bosch Punch List",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Cost estimating software",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Craftsman CD Estimator",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Drawing and drafting software",
        "category": "Computer aided design CAD software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "74121",
    "onet_soc": "17-2071.00",
    "onet_title": "Electrical Engineers",
    "match_score": 0.25,
    "tasks": [
      "Design, implement, maintain, or improve electrical instruments, equipment, facilities, components, products, or systems for commercial, industrial, or domestic purposes.",
      "Oversee project production efforts to assure projects are completed on time and within budget.",
      "Direct or coordinate manufacturing, construction, installation, maintenance, support, documentation, or testing activities to ensure compliance with specifications, codes, or customer requirements.",
      "Perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.",
      "Operate computer-assisted engineering or design software or equipment to perform engineering tasks.",
      "Confer with engineers, customers, or others to discuss existing or potential engineering projects or products.",
      "Investigate or test vendors' or competitors' products.",
      "Inspect completed installations and observe operations to ensure conformance to design and equipment specifications and compliance with operational, safety, or environmental standards.",
      "Investigate customer or public complaints to determine the nature and extent of problems.",
      "Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bash",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Eclipse IDE",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "74123",
    "onet_soc": "49-9031.00",
    "onet_title": "Home Appliance Repairers",
    "match_score": 0.33,
    "tasks": [
      "Bill customers for repair work, and collect payment.",
      "Observe and examine appliances during operation to detect specific malfunctions such as loose parts or leaking fluid.",
      "Talk to customers or refer to work orders to establish the nature of appliance malfunctions.",
      "Refer to schematic drawings, product manuals, and troubleshooting guides to diagnose and repair problems.",
      "Trace electrical circuits, following diagrams, and conduct tests with circuit testers and other equipment to locate shorts and grounds.",
      "Replace worn and defective parts such as switches, bearings, transmissions, belts, gears, circuit boards, or defective wiring.",
      "Provide repair cost estimates, and recommend whether appliance repair or replacement is a better choice.",
      "Disassemble appliances so that problems can be diagnosed and repairs can be made.",
      "Respond to emergency calls for problems such as gas leaks.",
      "Service and repair domestic electrical or gas appliances, such as clothes washers, refrigerators, stoves, and dryers."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "dESCO ESC",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Intac International Wintac",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Parts database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "RazorSync",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Route mapping software",
        "category": "Route navigation software",
        "hot": false
      },
      {
        "name": "ServiceMax",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "74122",
    "onet_soc": "51-2022.00",
    "onet_title": "Electrical and Electronic Equipment Assemblers",
    "match_score": 0.25,
    "tasks": [
      "Read and interpret schematic drawings, diagrams, blueprints, specifications, work orders, or reports to determine materials requirements or assembly instructions.",
      "Assemble electrical or electronic systems or support structures and install components, units, subassemblies, wiring, or assembly casings, using rivets, bolts, soldering or micro-welding equipment.",
      "Adjust, repair, or replace electrical or electronic components to correct defects and to ensure conformance to specifications.",
      "Position, align, or adjust workpieces or electrical parts to facilitate wiring or assembly.",
      "Explain assembly procedures or techniques to other workers.",
      "Clean parts, using cleaning solutions, air hoses, and cloths.",
      "Drill or tap holes in specified equipment locations to mount control units or to provide openings for elements, wiring, or instruments.",
      "Fabricate or form parts, coils, or structures according to specifications, using drills, calipers, cutters, or saws.",
      "Confer with supervisors or engineers to plan or review work activities or to resolve production problems.",
      "Inspect or test wiring installations, assemblies, or circuits for resistance factors or for operation, and record results."
    ],
    "technologies": [
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Calibration software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "National Instruments LabVIEW",
        "category": "Development environment software",
        "hot": false
      },
      {
        "name": "Production control software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Rasmussen Software Anzio",
        "category": "Network connectivity terminal emulation software",
        "hot": false
      },
      {
        "name": "Sage 100 ERP",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Terminal emulation software",
        "category": "Network connectivity terminal emulation software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "74110",
    "onet_soc": "47-3013.00",
    "onet_title": "Helpers--Electricians",
    "match_score": 0.25,
    "tasks": [
      "Strip insulation from wire ends, using wire stripping pliers, and attach wires to terminals for subsequent soldering.",
      "Trace out short circuits in wiring, using test meter.",
      "Measure, cut, and bend wire and conduit, using measuring instruments and hand tools.",
      "Examine electrical units for loose connections and broken insulation and tighten connections, using hand tools.",
      "Maintain tools, vehicles, and equipment and keep parts and supplies in order.",
      "Drill holes and pull or push wiring through openings, using hand and power tools.",
      "Clean work area and wash parts.",
      "Perform semi-skilled and unskilled laboring duties related to the installation, maintenance and repair of a wide variety of electrical systems and equipment.",
      "Thread conduit ends, connect couplings, and fabricate and secure conduit support brackets, using hand tools.",
      "Disassemble defective electrical equipment, replace defective or worn parts, and reassemble equipment, using hand tools."
    ],
    "technologies": [
      {
        "name": "Computer-aided drafting or design software",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Recordkeeping software",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "71220",
    "onet_soc": "47-2131.00",
    "onet_title": "Insulation Workers, Floor, Ceiling, and Wall",
    "match_score": 0.2,
    "tasks": [
      "Measure and cut insulation for covering surfaces, using tape measures, handsaws, power saws, knives, or scissors.",
      "Fit, wrap, staple, or glue insulating materials to structures or surfaces, using hand tools or wires.",
      "Cover and line structures with blown or rolled forms of materials to insulate against cold, heat, or moisture, using saws, knives, rasps, trowels, blowers, or other tools and implements.",
      "Distribute insulating materials evenly into small spaces within floors, ceilings, or walls, using blowers and hose attachments, or cement mortars.",
      "Move controls, buttons, or levers to start blowers and regulate flow of materials through nozzles.",
      "Fill blower hoppers with insulating materials.",
      "Cover, seal, or finish insulated surfaces or access holes with plastic covers, canvas strips, sealants, tape, cement or asphalt mastic.",
      "Read blueprints, and select appropriate insulation, based on space characteristics and the heat retaining or excluding characteristics of the material.",
      "Remove old insulation, such as asbestos, following safety procedures.",
      "Prepare surfaces for insulation application by brushing or spreading on adhesives, cement, or asphalt, or by attaching metal pins to surfaces."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "CMSN FieldPAK",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Comput-Ability Mechanical Insulation Key Estimator",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "North American Insulation Manufacturers Association NAIMA 3E Plus",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Turtle Creek Software Goldenseal",
        "category": "Project management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "75440",
    "onet_soc": "37-2021.00",
    "onet_title": "Pest Control Workers",
    "match_score": 0.33,
    "tasks": [
      "Record work activities performed.",
      "Inspect premises to identify infestation source and extent of damage to property, wall, or roof porosity and access to infested locations.",
      "Recommend treatment and prevention methods for pest problems to clients.",
      "Spray or dust chemical solutions, powders, or gases into rooms, onto clothing, furnishings, or wood, or over marshlands, ditches, or catch basins.",
      "Clean work site after completion of job.",
      "Drive truck equipped with power spraying equipment.",
      "Measure area dimensions requiring treatment, calculate fumigant requirements, and estimate cost for service.",
      "Study preliminary reports or diagrams of infested area and determine treatment type required to eliminate and prevent recurrence of infestation.",
      "Direct, or assist other workers in, treatment or extermination processes to eliminate or control rodents, insects, or weeds.",
      "Post warning signs and lock building doors to secure area to be fumigated."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Marathon Data Systems PestPac",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Supply inventory software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "YouTube",
        "category": "Video creation and editing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "72392",
    "onet_soc": "49-9041.00",
    "onet_title": "Industrial Machinery Mechanics",
    "match_score": 0.5,
    "tasks": [
      "Repair or maintain the operating condition of industrial production or processing machinery or equipment.",
      "Repair or replace broken or malfunctioning components of machinery or equipment.",
      "Clean, lubricate, or adjust parts, equipment, or machinery.",
      "Disassemble machinery or equipment to remove parts and make repairs.",
      "Reassemble equipment after completion of inspections, testing, or repairs.",
      "Examine parts for defects, such as breakage or excessive wear.",
      "Record repairs and maintenance performed.",
      "Operate newly repaired machinery or equipment to verify the adequacy of repairs.",
      "Record parts or materials used and order or requisition new parts or materials, as necessary.",
      "Observe and test the operation of machinery or equipment to diagnose malfunctions, using voltmeters or other testing devices."
    ],
    "technologies": [
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "BIT Corp ProMACS PLC",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Computer aided design CAD software",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Extranet Machine Tools Suite",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "KEYENCE PLC Ladder Logic",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Maintenance management software",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Maintenance planning and control software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Programmable logic controller PLC software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Supervisory control and data acquisition SCADA software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "71152",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "74001",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "72222",
    "onet_soc": "49-9094.00",
    "onet_title": "Locksmiths and Safe Repairers",
    "match_score": 0.18,
    "tasks": [
      "Cut new or duplicate keys, using impressions or code key machines.",
      "Insert new or repaired tumblers into locks to change combinations.",
      "Move picklocks in cylinders to open door locks without keys.",
      "Cut new or duplicate keys, using key cutting machines.",
      "Open safe locks by drilling.",
      "Set up and maintain master key systems.",
      "Install door hardware, such as locks and closers.",
      "Keep records of company locks and keys.",
      "Disassemble mechanical or electrical locking devices, and repair or replace worn tumblers, springs, and other parts, using hand tools.",
      "Repair and adjust safes, vault doors, and vault components, using hand tools, lathes, drill presses, and welding and acetylene cutting apparatus."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "dESCO ESC",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Mapping software",
        "category": "Map creation software",
        "hot": false
      },
      {
        "name": "Marathon Data Systems ServiceCEO",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "WH Software InstaCode",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "WH Software MasterKey",
        "category": "Inventory management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "72391",
    "onet_soc": "49-9041.00",
    "onet_title": "Industrial Machinery Mechanics",
    "match_score": 0.33,
    "tasks": [
      "Repair or maintain the operating condition of industrial production or processing machinery or equipment.",
      "Repair or replace broken or malfunctioning components of machinery or equipment.",
      "Clean, lubricate, or adjust parts, equipment, or machinery.",
      "Disassemble machinery or equipment to remove parts and make repairs.",
      "Reassemble equipment after completion of inspections, testing, or repairs.",
      "Examine parts for defects, such as breakage or excessive wear.",
      "Record repairs and maintenance performed.",
      "Operate newly repaired machinery or equipment to verify the adequacy of repairs.",
      "Record parts or materials used and order or requisition new parts or materials, as necessary.",
      "Observe and test the operation of machinery or equipment to diagnose malfunctions, using voltmeters or other testing devices."
    ],
    "technologies": [
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "BIT Corp ProMACS PLC",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Computer aided design CAD software",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Extranet Machine Tools Suite",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "KEYENCE PLC Ladder Logic",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Maintenance management software",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Maintenance planning and control software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Programmable logic controller PLC software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Supervisory control and data acquisition SCADA software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "73113",
    "onet_soc": "49-9062.00",
    "onet_title": "Medical Equipment Repairers",
    "match_score": 0.33,
    "tasks": [
      "Test or calibrate components or equipment, following manufacturers' manuals and troubleshooting techniques, using hand tools, power tools, or measuring devices.",
      "Perform preventive maintenance or service, such as cleaning, lubricating, or adjusting equipment.",
      "Inspect, test, or troubleshoot malfunctioning medical or related equipment, following manufacturers' specifications and using test and analysis instruments.",
      "Keep records of maintenance, repair, and required updates of equipment.",
      "Disassemble malfunctioning equipment and remove, repair, or replace defective parts, such as motors, clutches, or transformers.",
      "Examine medical equipment or facility's structural environment and check for proper use of equipment to protect patients and staff from electrical or mechanical hazards and to ensure compliance with safety regulations.",
      "Install medical equipment.",
      "Test, evaluate, and classify excess or in-use medical equipment and determine serviceability, condition, and disposition, in accordance with regulations.",
      "Plan and carry out work assignments, using blueprints, schematic drawings, technical manuals, wiring diagrams, or liquid or air flow sheets, following prescribed regulations, directives, or other instructions as required.",
      "Study technical manuals or attend training sessions provided by equipment manufacturers to maintain current knowledge."
    ],
    "technologies": [
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Computerized maintenance management system CMMS",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Inventory control system software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Medical equipment diagnostic software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Operating system software",
        "category": "Operating system software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "72110",
    "onet_soc": "47-2211.00",
    "onet_title": "Sheet Metal Workers",
    "match_score": 0.17,
    "tasks": [
      "Maintain equipment, making repairs or modifications when necessary.",
      "Fabricate ducts for high efficiency heating, ventilating, and air conditioning (HVAC) systems to maximize efficiency of systems.",
      "Fasten seams or joints together with welds, bolts, cement, rivets, solder, caulks, metal drive clips, or bonds to assemble components into products or to repair sheet metal items.",
      "Transport prefabricated parts to construction sites for assembly and installation.",
      "Install assemblies, such as flashing, pipes, tubes, heating and air conditioning ducts, furnace casings, rain gutters, or downspouts in supportive frameworks.",
      "Hire, train, or supervise new employees or apprentices.",
      "Lay out, measure, and mark dimensions and reference lines on material, such as roofing panels, using calculators, scribes, dividers, squares, or rulers.",
      "Fabricate or alter parts at construction sites, using shears, hammers, punches, or drills.",
      "Determine project requirements, such as scope, assembly sequences, or required methods or materials, using blueprints, drawings, or written or verbal instructions.",
      "Maneuver completed roofing units into position for installation."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Applied Production ProFab",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "Applied Production ProFold",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Computer aided design CAD software",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Computer aided manufacturing CAM software",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "Corte Certo",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "FCC Software AutoPOL Series",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "JETCAM Expert",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "Merry Mechanization SMP/IS",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "PTC Creo Parametric",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "QuickPen DuctDesigner 3D",
        "category": "Computer aided design CAD software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "75122",
    "onet_soc": "51-4111.00",
    "onet_title": "Tool and Die Makers",
    "match_score": 0.17,
    "tasks": [
      "Verify dimensions, alignments, and clearances of finished parts for conformance to specifications, using measuring instruments such as calipers, gauge blocks, micrometers, or dial indicators.",
      "Set up and operate conventional or computer numerically controlled machine tools such as lathes, milling machines, or grinders to cut, bore, grind, or otherwise shape parts to prescribed dimensions and finishes.",
      "Visualize and compute dimensions, sizes, shapes, and tolerances of assemblies, based on specifications.",
      "Study blueprints, sketches, models, or specifications to plan sequences of operations for fabricating tools, dies, or assemblies.",
      "Fit and assemble parts to make, repair, or modify dies, jigs, gauges, and tools, using machine tools, hand tools, or welders.",
      "Inspect finished dies for smoothness, contour conformity, and defects.",
      "Select metals to be used from a range of metals and alloys, based on properties such as hardness or heat tolerance.",
      "Lift, position, and secure machined parts on surface plates or worktables, using hoists, vises, v-blocks, or angle plates.",
      "File, grind, shim, and adjust different parts to properly fit them together.",
      "Smooth and polish flat and contoured surfaces of parts or tools, using scrapers, abrasive stones, files, emery cloths, or power grinders."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "1CadCam Unigraphics",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "Autodesk Inventor",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Cimatron CimatronE Master",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "CNC Mastercam",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "Dassault Systemes CATIA",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "data M Software COPRA MetalBender",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "DP Technology ESPRIT",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "71261",
    "onet_soc": "47-2152.00",
    "onet_title": "Plumbers, Pipefitters, and Steamfitters",
    "match_score": 0.18,
    "tasks": [
      "Shut off steam, water, or other gases or liquids from pipe sections, using valve keys or wrenches.",
      "Install underground storm, sanitary, or water piping systems, extending piping as needed to connect fixtures and plumbing.",
      "Assemble pipe sections, tubing, or fittings, using couplings, clamps, screws, bolts, cement, plastic solvent, caulking, or soldering, brazing, or welding equipment.",
      "Locate and mark the position of pipe installations, connections, passage holes, or fixtures in structures, using measuring instruments such as rulers or levels.",
      "Cut, thread, or hammer pipes to specifications, using tools such as saws, cutting torches, pipe threaders, or pipe benders.",
      "Lay out full scale drawings of pipe systems, supports, or related equipment, according to blueprints.",
      "Plan pipe system layout, installation, or repair, according to specifications.",
      "Review blueprints, building codes, or specifications to determine work details or procedures.",
      "Select pipe sizes, types, or related materials, such as supports, hangers, or hydraulic cylinders, according to specifications.",
      "Fill pipes or plumbing fixtures with water or air and observe pressure gauges to detect and locate leaks."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Active Server Pages ASP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic for Applications VBA",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "1CadCam Unigraphics",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "AEC Design Group CADPIPE",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Autodesk Building Systems",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Bentley Systems AutoPIPE",
        "category": "Analytical or scientific software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "73210",
    "onet_soc": "47-3019.00",
    "onet_title": "Helpers, Construction Trades, All Other",
    "match_score": 0.17,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "71000",
    "onet_soc": "27-1019.00",
    "onet_title": "Artists and Related Workers, All Other",
    "match_score": 0.17,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "74002",
    "onet_soc": "17-3012.00",
    "onet_title": "Electrical and Electronics Drafters",
    "match_score": 0.33,
    "tasks": [
      "Draft detail and assembly drawings of design components, circuitry or printed circuit boards, using computer-assisted equipment or standard drafting techniques and devices.",
      "Draft working drawings, wiring diagrams, wiring connection specifications, or cross-sections of underground cables, as required for instructions to installation crew.",
      "Assemble documentation packages and produce drawing sets to be checked by an engineer or an architect.",
      "Review completed construction drawings and cost estimates for accuracy and conformity to standards and regulations.",
      "Consult with engineers to discuss or interpret design concepts, or determine requirements of detailed working drawings.",
      "Confer with engineering staff and other personnel to resolve problems.",
      "Measure factors that affect installation and arrangement of equipment, such as distances to be spanned by wire and cable.",
      "Design electrical systems, such as lighting systems.",
      "Draw master sketches to scale showing relation of proposed installations to existing facilities and exact specifications and dimensions.",
      "Review work orders or procedural manuals and confer with vendors or design staff to resolve problems or modify design."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Perl",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "75000",
    "onet_soc": "51-3099.00",
    "onet_title": "Food Processing Workers, All Other",
    "match_score": 0.33,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "72000",
    "onet_soc": "51-4022.00",
    "onet_title": "Forging Machine Setters, Operators, and Tenders, Metal and Plastic",
    "match_score": 0.14,
    "tasks": [
      "Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup.",
      "Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions.",
      "Measure and inspect machined parts to ensure conformance to product specifications.",
      "Set up, operate, or tend presses and forging machines to perform hot or cold forging by flattening, straightening, bending, cutting, piercing, or other operations to taper, shape, or form metal.",
      "Turn handles or knobs to set pressures and depths of ram strokes and to synchronize machine operations.",
      "Install, adjust, and remove dies, synchronizing cams, forging hammers, and stop guides, using overhead cranes or other hoisting devices, and hand tools.",
      "Start machines to produce sample workpieces, and observe operations to detect machine malfunctions and to verify that machine setups conform to specifications.",
      "Confer with other workers about machine setups and operational specifications.",
      "Trim and compress finished forgings to specified tolerances.",
      "Remove dies from machines when production runs are finished."
    ],
    "technologies": [
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Machine control software",
        "category": "Industrial control software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "73000",
    "onet_soc": "19-4012.01",
    "onet_title": "Precision Agriculture Technicians",
    "match_score": 0.17,
    "tasks": [
      "Prepare land for cultivated crops, orchards, or vineyards by plowing, discing, leveling, or contouring.",
      "Operate farm machinery, including tractors, plows, mowers, combines, balers, sprayers, earthmoving equipment, or trucks.",
      "Record data pertaining to experimentation, research, or animal care.",
      "Maintain or repair agricultural facilities, equipment, or tools to ensure operational readiness, safety, and cleanliness.",
      "Perform crop production duties, such as tilling, hoeing, pruning, weeding, or harvesting crops.",
      "Collect animal or crop samples.",
      "Examine animals or crop specimens to determine the presence of diseases or other problems.",
      "Set up laboratory or field equipment as required for site testing.",
      "Supervise or train agricultural technicians or farm laborers.",
      "Conduct studies of nitrogen or alternative fertilizer application methods, quantities, or timing to ensure satisfaction of crop needs and minimization of leaching, runoff, or denitrification."
    ],
    "technologies": [
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Ag Leader Technology SMS Advanced",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "AGCO GTA Software Suite",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Desktop publishing software",
        "category": "Desktop publishing software",
        "hot": false
      },
      {
        "name": "ESRI ArcPad",
        "category": "Geographic information system",
        "hot": false
      },
      {
        "name": "ESRI ArcView",
        "category": "Geographic information system",
        "hot": false
      },
      {
        "name": "Farm Works Site Pro",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "GeoAgro GIS",
        "category": "Map creation software",
        "hot": false
      },
      {
        "name": "Geographic information system GIS systems",
        "category": "Geographic information system",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "75310",
    "onet_soc": "51-6052.00",
    "onet_title": "Tailors, Dressmakers, and Custom Sewers",
    "match_score": 0.26,
    "tasks": [
      "Measure parts, such as sleeves or pant legs, and mark or pin-fold alteration lines.",
      "Remove stitches from garments to be altered, using rippers or razor blades.",
      "Sew garments, using needles and thread or sewing machines.",
      "Let out or take in seams in suits and other garments to improve fit.",
      "Measure customers, using tape measures, and record measurements.",
      "Fit and study garments on customers to determine required alterations.",
      "Trim excess material, using scissors.",
      "Assemble garment parts and join parts with basting stitches, using needles and thread or sewing machines.",
      "Make garment style changes, such as tapering pant legs, narrowing lapels, and adding or removing padding.",
      "Maintain garment drape and proportions as alterations are performed."
    ],
    "technologies": [
      {
        "name": "ArbelSoft TailorMax",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Bookkeeping software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Garment design software",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Tailor Master",
        "category": "Customer relationship management CRM software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "72221",
    "onet_soc": "51-4111.00",
    "onet_title": "Tool and Die Makers",
    "match_score": 0.5,
    "tasks": [
      "Verify dimensions, alignments, and clearances of finished parts for conformance to specifications, using measuring instruments such as calipers, gauge blocks, micrometers, or dial indicators.",
      "Set up and operate conventional or computer numerically controlled machine tools such as lathes, milling machines, or grinders to cut, bore, grind, or otherwise shape parts to prescribed dimensions and finishes.",
      "Visualize and compute dimensions, sizes, shapes, and tolerances of assemblies, based on specifications.",
      "Study blueprints, sketches, models, or specifications to plan sequences of operations for fabricating tools, dies, or assemblies.",
      "Fit and assemble parts to make, repair, or modify dies, jigs, gauges, and tools, using machine tools, hand tools, or welders.",
      "Inspect finished dies for smoothness, contour conformity, and defects.",
      "Select metals to be used from a range of metals and alloys, based on properties such as hardness or heat tolerance.",
      "Lift, position, and secure machined parts on surface plates or worktables, using hoists, vises, v-blocks, or angle plates.",
      "File, grind, shim, and adjust different parts to properly fit them together.",
      "Smooth and polish flat and contoured surfaces of parts or tools, using scrapers, abrasive stones, files, emery cloths, or power grinders."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "1CadCam Unigraphics",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "Autodesk Inventor",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Cimatron CimatronE Master",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "CNC Mastercam",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "Dassault Systemes CATIA",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "data M Software COPRA MetalBender",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "DP Technology ESPRIT",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "75410",
    "onet_soc": "49-9092.00",
    "onet_title": "Commercial Divers",
    "match_score": 0.25,
    "tasks": [
      "Take appropriate safety precautions, such as monitoring dive lengths and depths and registering with authorities before diving expeditions begin.",
      "Check and maintain diving equipment, such as helmets, masks, air tanks, harnesses, or gauges.",
      "Communicate with workers on the surface while underwater, using signal lines or telephones.",
      "Descend into water with the aid of diver helpers, using scuba gear or diving suits.",
      "Obtain information about diving tasks and environmental conditions.",
      "Supervise or train other divers, including hobby divers.",
      "Inspect the condition of underwater steel or wood structures.",
      "Inspect and test docks, ships, buoyage systems, plant intakes or outflows, or underwater pipelines, cables, or sewers, using closed circuit television, still photography, and testing equipment.",
      "Repair ships, bridge foundations, or other structures below the water line, using caulk, bolts, and hand tools.",
      "Recover objects by placing rigging around sunken objects, hooking rigging to crane lines, and operating winches, derricks, or cranes to raise objects."
    ],
    "technologies": [
      {
        "name": "Diving logbook software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Diving table software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Dynamic positioning DP software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Remote operated vehicle ROV dive log software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "73111",
    "onet_soc": "49-9064.00",
    "onet_title": "Watch and Clock Repairers",
    "match_score": 0.5,
    "tasks": [
      "Clean, rinse, and dry timepiece parts, using solutions and ultrasonic or mechanical watch-cleaning machines.",
      "Adjust timing regulators, using truing calipers, watch-rate recorders, and tweezers.",
      "Reassemble timepieces, replacing glass faces and batteries, before returning them to customers.",
      "Disassemble timepieces and inspect them for defective, worn, misaligned, or rusty parts, using loupes.",
      "Oil moving parts of timepieces.",
      "Estimate repair costs and timepiece values.",
      "Repair or replace broken, damaged, or worn parts on timepieces, using lathes, drill presses, and hand tools.",
      "Test timepiece accuracy and performance, using meters and other electronic instruments.",
      "Perform regular adjustment and maintenance on timepieces, watch cases, and watch bands.",
      "Order supplies, including replacement parts, for timing instruments."
    ],
    "technologies": [
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "GrenSoft WorkTracer",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Sage Software Sage50",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Upland Consulting Group Repair Traq",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "WatchWare Repair Shop",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "72120",
    "onet_soc": "51-4121.00",
    "onet_title": "Welders, Cutters, Solderers, and Brazers",
    "match_score": 0.26,
    "tasks": [
      "Operate safety equipment and use safe work habits.",
      "Examine workpieces for defects and measure workpieces with straightedges or templates to ensure conformance with specifications.",
      "Weld components in flat, vertical, or overhead positions.",
      "Detect faulty operation of equipment or defective materials and notify supervisors.",
      "Recognize, set up, and operate hand and power tools common to the welding trade, such as shielded metal arc and gas metal arc welding equipment.",
      "Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals.",
      "Mark or tag material with proper job number, piece marks, and other identifying marks as required.",
      "Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.",
      "Prepare all material surfaces to be welded, ensuring that there is no loose or thick scale, slag, rust, moisture, grease, or other foreign matter.",
      "Align and clamp workpieces together, using rules, squares, or hand tools, or position items in fixtures, jigs, or vises."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Enterprise resource planning ERP software",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "EZ Pipe",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Fred's Tip Cartridge Picker",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Recordkeeping software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Scientific Software Group Filter Drain FD",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Value Analysis",
        "category": "Analytical or scientific software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83492",
    "onet_soc": "49-3042.00",
    "onet_title": "Mobile Heavy Equipment Mechanics, Except Engines",
    "match_score": 0.2,
    "tasks": [
      "Repair and replace damaged or worn parts.",
      "Test mechanical products and equipment after repair or assembly to ensure proper performance and compliance with manufacturers' specifications.",
      "Operate and inspect machines or heavy equipment to diagnose defects.",
      "Read and understand operating manuals, blueprints, and technical drawings.",
      "Dismantle and reassemble heavy equipment using hoists and hand tools.",
      "Overhaul and test machines or equipment to ensure operating efficiency.",
      "Adjust, maintain, and repair or replace subassemblies, such as transmissions and crawler heads, using hand tools, jacks, and cranes.",
      "Repair, rewire, and troubleshoot electrical systems.",
      "Diagnose faults or malfunctions to determine required repairs, using engine diagnostic equipment such as computerized test equipment and calibration devices.",
      "Examine parts for damage or excessive wear, using micrometers and gauges."
    ],
    "technologies": [
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Fleet management software",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      },
      {
        "name": "Maintenance management software",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Project management software",
        "category": "Project management software",
        "hot": false
      },
      {
        "name": "Recordkeeping software",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83224",
    "onet_soc": "53-3011.00",
    "onet_title": "Ambulance Drivers and Attendants, Except Emergency Medical Technicians",
    "match_score": 0.17,
    "tasks": [
      "Remove and replace soiled linens or equipment to maintain sanitary conditions.",
      "Drive ambulances or assist ambulance drivers in transporting sick, injured, or convalescent persons.",
      "Report facts concerning accidents or emergencies to hospital personnel or law enforcement officials.",
      "Place patients on stretchers, and load stretchers into ambulances, usually with assistance from other attendants.",
      "Accompany and assist emergency medical technicians on calls.",
      "Replace supplies and disposable items on ambulances.",
      "Perform minor maintenance on emergency medical services vehicles, such as ambulances.",
      "Clean and wash rigs, ambulances, or equipment.",
      "Earn and maintain appropriate certifications.",
      "Administer first aid, such as bandaging, splinting, or administering oxygen."
    ],
    "technologies": [
      {
        "name": "Computer aided dispatch software",
        "category": "Helpdesk or call center software",
        "hot": false
      },
      {
        "name": "Mapping software",
        "category": "Map creation software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83311",
    "onet_soc": "53-3051.00",
    "onet_title": "Bus Drivers, School",
    "match_score": 0.33,
    "tasks": [
      "Comply with traffic regulations to operate vehicles in a safe and courteous manner.",
      "Follow safety rules as students board and exit buses or cross streets near bus stops.",
      "Check the condition of a vehicle's tires, brakes, windshield wipers, lights, oil, fuel, water, and safety equipment to ensure that everything is in working order.",
      "Report any bus malfunctions or needed repairs.",
      "Pick up and drop off students at regularly scheduled neighborhood locations, following strict time schedules.",
      "Drive gasoline, diesel, or electrically powered multi-passenger vehicles to transport students between neighborhoods, schools, and school activities.",
      "Maintain order among students during trips to ensure safety.",
      "Prepare and submit reports that may include the number of students or trips, hours worked, mileage, or fuel consumption.",
      "Maintain knowledge of first-aid procedures.",
      "Record bus routes."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "AOL MapQuest",
        "category": "Map creation software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83222",
    "onet_soc": "53-3053.00",
    "onet_title": "Shuttle Drivers and Chauffeurs",
    "match_score": 0.17,
    "tasks": [
      "Test vehicle equipment, such as lights, brakes, horns, or windshield wipers, to ensure proper operation.",
      "Check the condition of a vehicle's tires, brakes, windshield wipers, lights, oil, fuel, water, and safety equipment to ensure that everything is in working order.",
      "Comply with traffic regulations to operate vehicles in a safe and courteous manner.",
      "Follow relevant safety regulations and state laws governing vehicle operation, and ensure that passengers follow safety regulations.",
      "Operate vehicles with specialized equipment, such as wheelchair lifts, to transport and secure passengers with special needs.",
      "Report any vehicle malfunctions or needed repairs.",
      "Perform routine vehicle maintenance, such as regulating tire pressure and adding gasoline, oil, and water.",
      "Pick up and drop off passengers at regularly scheduled neighborhood locations, following strict time schedules.",
      "Drive shuttle busses, limousines, company cars, or privately owned vehicles to transport passengers.",
      "Prepare and submit reports that may include the number of passengers or trips, hours worked, mileage driven fuel consumed, or fares received."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Actsoft Comet Tracker",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "AOL MapQuest",
        "category": "Map creation software",
        "hot": false
      },
      {
        "name": "Digital Dispatch",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "Easy Dispatch",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "EventHelix WebTaxi",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "Global positioning system GPS software",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "GPC Autocab",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "Mobile Knowledge Cabmate",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "PC Dispatch",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "Penchant Software dispatchOffice",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83323",
    "onet_soc": "53-3033.00",
    "onet_title": "Light Truck Drivers",
    "match_score": 0.33,
    "tasks": [
      "Obey traffic laws and follow established traffic and transportation procedures.",
      "Report any mechanical problems encountered with vehicles.",
      "Verify the contents of inventory loads against shipping papers.",
      "Inspect and maintain vehicle supplies and equipment, such as gas, oil, water, tires, lights, or brakes, to ensure that vehicles are in proper working condition.",
      "Read maps and follow written or verbal geographic directions.",
      "Load and unload trucks, vans, or automobiles.",
      "Present bills and receipts and collect payments for goods delivered or loaded.",
      "Maintain records, such as vehicle logs, records of cargo, or billing statements, in accordance with regulations.",
      "Drive vehicles with capacities under three tons to transport materials to and from specified destinations, such as railroad stations, plants, residences, offices, or within industrial yards.",
      "Turn in receipts and money received from deliveries."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Automatic routing software",
        "category": "Route navigation software",
        "hot": false
      },
      {
        "name": "Computerized inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Eko",
        "category": "Desktop communications software",
        "hot": false
      },
      {
        "name": "FreightDATA",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "IBM Domino",
        "category": "Communications server software",
        "hot": false
      },
      {
        "name": "Internet browser software",
        "category": "Internet browser software",
        "hot": false
      },
      {
        "name": "Inventory management systems",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Package location and tracking software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Recordkeeping software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Vehicle location and tracking software",
        "category": "Industrial control software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83432",
    "onet_soc": "53-7021.00",
    "onet_title": "Crane and Tower Operators",
    "match_score": 0.17,
    "tasks": [
      "Determine load weights and check them against lifting capacities to prevent overload.",
      "Move levers, depress foot pedals, or turn dials to operate cranes, cherry pickers, electromagnets, or other moving equipment for lifting, moving, or placing loads.",
      "Inspect and adjust crane mechanisms or lifting accessories to prevent malfunctions or damage.",
      "Inspect cables or grappling devices for wear and install or replace cables, as needed.",
      "Direct helpers engaged in placing blocking or outrigging under cranes.",
      "Clean, lubricate, and maintain mechanisms such as cables, pulleys, or grappling devices, making repairs, as necessary.",
      "Load or unload bundles from trucks, or move containers to storage bins, using moving equipment.",
      "Review daily work or delivery schedules to determine orders, sequences of deliveries, or special loading instructions.",
      "Inspect bundle packaging for conformance to regulations or customer requirements, and remove and batch packaging tickets.",
      "Direct truck drivers backing vehicles into loading bays and cover, uncover, or secure loads for delivery."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Crane operation control software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83431",
    "onet_soc": "53-7021.00",
    "onet_title": "Crane and Tower Operators",
    "match_score": 0.17,
    "tasks": [
      "Determine load weights and check them against lifting capacities to prevent overload.",
      "Move levers, depress foot pedals, or turn dials to operate cranes, cherry pickers, electromagnets, or other moving equipment for lifting, moving, or placing loads.",
      "Inspect and adjust crane mechanisms or lifting accessories to prevent malfunctions or damage.",
      "Inspect cables or grappling devices for wear and install or replace cables, as needed.",
      "Direct helpers engaged in placing blocking or outrigging under cranes.",
      "Clean, lubricate, and maintain mechanisms such as cables, pulleys, or grappling devices, making repairs, as necessary.",
      "Load or unload bundles from trucks, or move containers to storage bins, using moving equipment.",
      "Review daily work or delivery schedules to determine orders, sequences of deliveries, or special loading instructions.",
      "Inspect bundle packaging for conformance to regulations or customer requirements, and remove and batch packaging tickets.",
      "Direct truck drivers backing vehicles into loading bays and cover, uncover, or secure loads for delivery."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Crane operation control software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "81602",
    "onet_soc": "41-9011.00",
    "onet_title": "Demonstrators and Product Promoters",
    "match_score": 0.17,
    "tasks": [
      "Provide product samples, coupons, informational brochures, or other incentives to persuade people to buy products.",
      "Sell products being promoted and keep records of sales.",
      "Keep areas neat while working and return items to correct locations following demonstrations.",
      "Demonstrate or explain products, methods, or services to persuade customers to purchase products or use services.",
      "Record and report demonstration-related information, such as the number of questions asked by the audience or the number of coupons distributed.",
      "Suggest specific product purchases to meet customers' needs.",
      "Research or investigate products to be presented to prepare for demonstrations.",
      "Set up and arrange displays or demonstration areas to attract the attention of prospective customers.",
      "Identify interested and qualified customers to provide them with additional information.",
      "Visit trade shows, stores, community organizations, or other venues to demonstrate products or services or to answer questions from potential customers."
    ],
    "technologies": [
      {
        "name": "Hypertext markup language HTML",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Eko",
        "category": "Desktop communications software",
        "hot": false
      },
      {
        "name": "Social media sites",
        "category": "Web page creation and editing software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83502",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "83212",
    "onet_soc": "11-9179.00",
    "onet_title": "Personal Service Managers, All Other",
    "match_score": 0.17,
    "tasks": [
      "Maintain wellness- and fitness-related schedules, records, or reports.",
      "Develop or coordinate fitness and wellness programs or services.",
      "Recommend or approve new program or service offerings to promote wellness and fitness, produce revenues, or minimize costs.",
      "Manage or oversee fitness or recreation facilities, ensuring safe and clean facilities and equipment.",
      "Supervise fitness or wellness specialists, such as fitness instructors, nutritionists, or health educators.",
      "Track attendance, participation, or performance data related to wellness events.",
      "Conduct or facilitate training sessions or seminars for wellness and fitness staff.",
      "Maintain or arrange for maintenance of fitness equipment or facilities.",
      "Prepare or implement budgets and strategic, operational, purchasing, or maintenance plans.",
      "Evaluate fitness and wellness programs to determine their effectiveness."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Airtable",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Bizlink Salon Manager",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Booker Software SpaBooker",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ClienTrak!",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "CRIMPERS Management Software CRIMPERS Salon Software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "CSI Software Spa Management",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "DaySmart Software Salon Iris",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Elite Software Elite Salon & Spa Management",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Elite Software Elite Salon & Spa Payroll",
        "category": "Human resources software",
        "hot": false
      },
      {
        "name": "Envision Salon",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "82122",
    "onet_soc": "51-2022.00",
    "onet_title": "Electrical and Electronic Equipment Assemblers",
    "match_score": 0.38,
    "tasks": [
      "Read and interpret schematic drawings, diagrams, blueprints, specifications, work orders, or reports to determine materials requirements or assembly instructions.",
      "Assemble electrical or electronic systems or support structures and install components, units, subassemblies, wiring, or assembly casings, using rivets, bolts, soldering or micro-welding equipment.",
      "Adjust, repair, or replace electrical or electronic components to correct defects and to ensure conformance to specifications.",
      "Position, align, or adjust workpieces or electrical parts to facilitate wiring or assembly.",
      "Explain assembly procedures or techniques to other workers.",
      "Clean parts, using cleaning solutions, air hoses, and cloths.",
      "Drill or tap holes in specified equipment locations to mount control units or to provide openings for elements, wiring, or instruments.",
      "Fabricate or form parts, coils, or structures according to specifications, using drills, calipers, cutters, or saws.",
      "Confer with supervisors or engineers to plan or review work activities or to resolve production problems.",
      "Inspect or test wiring installations, assemblies, or circuits for resistance factors or for operation, and record results."
    ],
    "technologies": [
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Calibration software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "National Instruments LabVIEW",
        "category": "Development environment software",
        "hot": false
      },
      {
        "name": "Production control software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Rasmussen Software Anzio",
        "category": "Network connectivity terminal emulation software",
        "hot": false
      },
      {
        "name": "Sage 100 ERP",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Terminal emulation software",
        "category": "Network connectivity terminal emulation software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83421",
    "onet_soc": "47-5022.00",
    "onet_title": "Excavating and Loading Machine and Dragline Operators, Surface Mining",
    "match_score": 0.14,
    "tasks": [
      "Move levers, depress foot pedals, and turn dials to operate power machinery, such as power shovels, stripping shovels, scraper loaders, or backhoes.",
      "Set up or inspect equipment prior to operation.",
      "Become familiar with digging plans, machine capabilities and limitations, and efficient and safe digging procedures in a given application.",
      "Observe hand signals, grade stakes, or other markings when operating machines so that work can be performed to specifications.",
      "Operate machinery to perform activities such as backfilling excavations, vibrating or breaking rock or concrete, or making winter roads.",
      "Receive written or oral instructions regarding material movement or excavation.",
      "Move materials over short distances, such as around a construction site, factory, or warehouse.",
      "Create or maintain inclines or ramps.",
      "Lubricate, adjust, or repair machinery and replace parts, such as gears, bearings, or bucket teeth.",
      "Handle slides, mud, or pit cleanings or maintenance."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Machine control systems",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Machine monitoring software",
        "category": "Industrial control software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83441",
    "onet_soc": "53-3033.00",
    "onet_title": "Light Truck Drivers",
    "match_score": 0.17,
    "tasks": [
      "Obey traffic laws and follow established traffic and transportation procedures.",
      "Report any mechanical problems encountered with vehicles.",
      "Verify the contents of inventory loads against shipping papers.",
      "Inspect and maintain vehicle supplies and equipment, such as gas, oil, water, tires, lights, or brakes, to ensure that vehicles are in proper working condition.",
      "Read maps and follow written or verbal geographic directions.",
      "Load and unload trucks, vans, or automobiles.",
      "Present bills and receipts and collect payments for goods delivered or loaded.",
      "Maintain records, such as vehicle logs, records of cargo, or billing statements, in accordance with regulations.",
      "Drive vehicles with capacities under three tons to transport materials to and from specified destinations, such as railroad stations, plants, residences, offices, or within industrial yards.",
      "Turn in receipts and money received from deliveries."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Automatic routing software",
        "category": "Route navigation software",
        "hot": false
      },
      {
        "name": "Computerized inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Eko",
        "category": "Desktop communications software",
        "hot": false
      },
      {
        "name": "FreightDATA",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "IBM Domino",
        "category": "Communications server software",
        "hot": false
      },
      {
        "name": "Internet browser software",
        "category": "Internet browser software",
        "hot": false
      },
      {
        "name": "Inventory management systems",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Package location and tracking software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Recordkeeping software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Vehicle location and tracking software",
        "category": "Industrial control software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83321",
    "onet_soc": "53-3054.00",
    "onet_title": "Taxi Drivers",
    "match_score": 0.25,
    "tasks": [
      "Collect fares or vouchers from passengers, and make change or issue receipts as necessary.",
      "Communicate with dispatchers by radio, telephone, or computer to exchange information and receive requests for passenger service.",
      "Complete accident reports when necessary.",
      "Determine fares based on trip distances and times, using taximeters and fee schedules, and announce fares to passengers.",
      "Drive taxicabs or privately owned vehicles to transport passengers.",
      "Follow relevant safety regulations and state laws governing vehicle operation, and ensure that passengers follow safety regulations.",
      "Notify dispatchers or company mechanics of vehicle problems.",
      "Perform minor vehicle repairs, such as cleaning spark plugs, or take vehicles to mechanics for servicing.",
      "Perform routine vehicle maintenance, such as regulating tire pressure and adding gasoline, oil, and water.",
      "Pick up passengers at prearranged locations, at taxi stands, or by cruising streets in high-traffic areas."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Actsoft Comet Tracker",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Digital Dispatch",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "Easy Dispatch",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "EventHelix WebTaxi",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "GPC Autocab",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "Mobile Knowledge Cabmate",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "PC Dispatch",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "Penchant Software dispatchOffice",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Piccolo Software PiccoloTaxi",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "TranWare Enterprise Suite",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "82110",
    "onet_soc": "51-2023.00",
    "onet_title": "Electromechanical Equipment Assemblers",
    "match_score": 0.33,
    "tasks": [
      "Inspect, test, and adjust completed units to ensure that units meet specifications, tolerances, and customer order requirements.",
      "Position, align, and adjust parts for proper fit and assembly.",
      "Assemble parts or units, and position, align, and fasten units to assemblies, subassemblies, or frames, using hand tools and power tools.",
      "Connect cables, tubes, and wiring, according to specifications.",
      "Measure parts to determine tolerances, using precision measuring instruments such as micrometers, calipers, and verniers.",
      "Read blueprints and specifications to determine component parts and assembly sequences of electromechanical units.",
      "Attach name plates and mark identifying information on parts.",
      "Disassemble units to replace parts or to crate them for shipping.",
      "File, lap, and buff parts to fit, using hand and power tools.",
      "Clean and lubricate parts and subassemblies, using grease paddles or oilcans."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Blueprint display software",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Timekeeping software",
        "category": "Time accounting software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "82132",
    "onet_soc": "15-1253.00",
    "onet_title": "Software Quality Assurance Analysts and Testers",
    "match_score": 0.2,
    "tasks": [
      "Identify, analyze, and document problems with program function, output, online screen, or content.",
      "Document software defects, using a bug tracking system, and report defects to software developers.",
      "Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.",
      "Design test plans, scenarios, scripts, or procedures.",
      "Document test procedures to ensure replicability and compliance with standards.",
      "Provide feedback and recommendations to developers on software usability and functionality.",
      "Install, maintain, or use software testing programs.",
      "Test system modifications to prepare for implementation.",
      "Create or maintain databases of known test defects.",
      "Develop or specify standards, methods, or procedures to determine product quality or release readiness."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "AJAX",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Amazon DynamoDB",
        "category": "Data base management system software",
        "hot": true
      },
      {
        "name": "Amazon Elastic Compute Cloud EC2",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS CloudFormation",
        "category": "Cloud-based management software",
        "hot": true
      },
      {
        "name": "Amazon Web Services AWS software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Ansible software",
        "category": "Expert system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "81220",
    "onet_soc": "51-4191.00",
    "onet_title": "Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic",
    "match_score": 0.19,
    "tasks": [
      "Read production schedules and work orders to determine processing sequences, furnace temperatures, and heat cycle requirements for objects to be heat-treated.",
      "Record times that parts are removed from furnaces to document that objects have attained specified temperatures for specified times.",
      "Adjust controls to maintain temperatures and heating times, using thermal instruments and charts, dials and gauges of furnaces, and color of stock in furnaces to make setting determinations.",
      "Start conveyors and open furnace doors to load stock, or signal crane operators to uncover soaking pits and lower ingots into them.",
      "Set up and operate or tend machines, such as furnaces, baths, flame-hardening machines, and electronic induction machines, that harden, anneal, and heat-treat metal.",
      "Remove parts from furnaces after specified times, and air dry or cool parts in water, oil brine, or other baths.",
      "Move controls to light gas burners and to adjust gas and water flow and flame temperature.",
      "Instruct new workers in machine operation.",
      "Determine flame temperatures, current frequencies, heating cycles, and induction heating coils needed, based on degree of hardness required and properties of stock to be treated.",
      "Determine types and temperatures of baths and quenching media needed to attain specified part hardness, toughness, and ductility, using heat-treating charts and knowledge of methods, equipment, and metals."
    ],
    "technologies": [
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Enterprise resource planning ERP software",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "81210",
    "onet_soc": "51-4052.00",
    "onet_title": "Pourers and Casters, Metal",
    "match_score": 0.33,
    "tasks": [
      "Pour and regulate the flow of molten metal into molds and forms to produce ingots or other castings, using ladles or hand-controlled mechanisms.",
      "Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications.",
      "Remove solidified steel or slag from pouring nozzles, using long bars or oxygen burners.",
      "Examine molds to ensure they are clean, smooth, and properly coated.",
      "Collect samples, or signal workers to sample metal for analysis.",
      "Load specified amounts of metal and flux into furnaces or clay crucibles.",
      "Position equipment such as ladles, grinding wheels, pouring nozzles, or crucibles, or signal other workers to position equipment.",
      "Skim slag or remove excess metal from ingots or equipment, using hand tools, strainers, rakes, or burners, collecting scrap for recycling.",
      "Transport metal ingots to storage areas, using forklifts.",
      "Assemble and embed cores in casting frames, using hand tools and equipment."
    ],
    "technologies": [
      {
        "name": "Husky Injection Molding Systems Shotscope NX",
        "category": "Industrial control software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "81251",
    "onet_soc": "51-4022.00",
    "onet_title": "Forging Machine Setters, Operators, and Tenders, Metal and Plastic",
    "match_score": 0.21,
    "tasks": [
      "Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup.",
      "Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions.",
      "Measure and inspect machined parts to ensure conformance to product specifications.",
      "Set up, operate, or tend presses and forging machines to perform hot or cold forging by flattening, straightening, bending, cutting, piercing, or other operations to taper, shape, or form metal.",
      "Turn handles or knobs to set pressures and depths of ram strokes and to synchronize machine operations.",
      "Install, adjust, and remove dies, synchronizing cams, forging hammers, and stop guides, using overhead cranes or other hoisting devices, and hand tools.",
      "Start machines to produce sample workpieces, and observe operations to detect machine malfunctions and to verify that machine setups conform to specifications.",
      "Confer with other workers about machine setups and operational specifications.",
      "Trim and compress finished forgings to specified tolerances.",
      "Remove dies from machines when production runs are finished."
    ],
    "technologies": [
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Machine control software",
        "category": "Industrial control software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83000",
    "onet_soc": "49-9041.00",
    "onet_title": "Industrial Machinery Mechanics",
    "match_score": 0.17,
    "tasks": [
      "Repair or maintain the operating condition of industrial production or processing machinery or equipment.",
      "Repair or replace broken or malfunctioning components of machinery or equipment.",
      "Clean, lubricate, or adjust parts, equipment, or machinery.",
      "Disassemble machinery or equipment to remove parts and make repairs.",
      "Reassemble equipment after completion of inspections, testing, or repairs.",
      "Examine parts for defects, such as breakage or excessive wear.",
      "Record repairs and maintenance performed.",
      "Operate newly repaired machinery or equipment to verify the adequacy of repairs.",
      "Record parts or materials used and order or requisition new parts or materials, as necessary.",
      "Observe and test the operation of machinery or equipment to diagnose malfunctions, using voltmeters or other testing devices."
    ],
    "technologies": [
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "BIT Corp ProMACS PLC",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Computer aided design CAD software",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Extranet Machine Tools Suite",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "KEYENCE PLC Ladder Logic",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Maintenance management software",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Maintenance planning and control software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Programmable logic controller PLC software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Supervisory control and data acquisition SCADA software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83211",
    "onet_soc": "49-3052.00",
    "onet_title": "Motorcycle Mechanics",
    "match_score": 0.25,
    "tasks": [
      "Mount, balance, change, or check condition or pressure of tires.",
      "Replace defective parts, using hand tools, arbor presses, flexible power presses, or power tools.",
      "Dismantle engines and repair or replace defective parts, such as magnetos, carburetors, or generators.",
      "Connect test panels to engines and measure generator output, ignition timing, or other engine performance indicators.",
      "Listen to engines, examine vehicle frames, or confer with customers to determine nature and extent of malfunction or damage.",
      "Repair or replace other parts, such as headlights, horns, handlebar controls, gasoline or oil tanks, starters, or mufflers.",
      "Disassemble subassembly units and examine condition, movement, or alignment of parts, visually or using gauges.",
      "Repair or adjust motorcycle subassemblies, such as forks, transmissions, brakes, or drive chains, according to specifications.",
      "Reassemble frames and reinstall engines after repairs.",
      "Remove cylinder heads and grind valves to scrape off carbon and replace defective valves, pistons, cylinders, or rings, using hand and power tools."
    ],
    "technologies": [
      {
        "name": "Apple iOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "AbbottSoft QuickFix",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "DealerTrax ShopOrder",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "LightSpeed Cloud",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Santa Maria Software Counterman Pro",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "TRACKUM Repair Manager",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "81830",
    "onet_soc": "49-9041.00",
    "onet_title": "Industrial Machinery Mechanics",
    "match_score": 0.17,
    "tasks": [
      "Repair or maintain the operating condition of industrial production or processing machinery or equipment.",
      "Repair or replace broken or malfunctioning components of machinery or equipment.",
      "Clean, lubricate, or adjust parts, equipment, or machinery.",
      "Disassemble machinery or equipment to remove parts and make repairs.",
      "Reassemble equipment after completion of inspections, testing, or repairs.",
      "Examine parts for defects, such as breakage or excessive wear.",
      "Record repairs and maintenance performed.",
      "Operate newly repaired machinery or equipment to verify the adequacy of repairs.",
      "Record parts or materials used and order or requisition new parts or materials, as necessary.",
      "Observe and test the operation of machinery or equipment to diagnose malfunctions, using voltmeters or other testing devices."
    ],
    "technologies": [
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "BIT Corp ProMACS PLC",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Computer aided design CAD software",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Extranet Machine Tools Suite",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "KEYENCE PLC Ladder Logic",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Maintenance management software",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Maintenance planning and control software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Programmable logic controller PLC software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Supervisory control and data acquisition SCADA software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83225",
    "onet_soc": "53-6021.00",
    "onet_title": "Parking Attendants",
    "match_score": 0.25,
    "tasks": [
      "Take numbered tags from customers, locate vehicles, and deliver vehicles, or provide customers with instructions for locating vehicles.",
      "Inspect vehicles to detect any damage.",
      "Greet customers and open their car doors.",
      "Issue ticket stubs or place numbered tags on windshields, log tags or attach tag to customers' keys, and give customers matching tags for locating parked vehicles.",
      "Perform cash handling tasks, such as making change, balancing and recording cash drawer, or distributing tips.",
      "Explain and calculate parking charges, collect fees from customers, and respond to customer complaints.",
      "Park and retrieve automobiles for customers in parking lots, storage garages, or new car lots.",
      "Provide customer assistance and information, such as giving directions or handling wheelchairs.",
      "Keep parking areas clean and orderly to ensure that space usage is maximized.",
      "Call emergency responders or the proper authorities and provide motorist assistance, such as giving directions or helping jump start a stalled vehicle."
    ],
    "technologies": [
      {
        "name": "CorePark Valet",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Payment processing software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "SMS Valet",
        "category": "Point of sale POS software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83501",
    "onet_soc": "13-1081.01",
    "onet_title": "Logistics Engineers",
    "match_score": 0.25,
    "tasks": [
      "Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",
      "Develop an understanding of customers' needs and take actions to ensure that such needs are met.",
      "Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.",
      "Develop proposals that include documentation for estimates.",
      "Review logistics performance with customers against targets, benchmarks, and service agreements.",
      "Direct availability and allocation of materials, supplies, and finished products.",
      "Redesign the movement of goods to maximize value and minimize costs.",
      "Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",
      "Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",
      "Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements."
    ],
    "technologies": [
      {
        "name": "Amazon Redshift",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft Power BI",
        "category": "Business intelligence and data analysis software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "81252",
    "onet_soc": "51-9021.00",
    "onet_title": "Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders",
    "match_score": 0.21,
    "tasks": [
      "Observe operation of equipment to ensure continuity of flow, safety, and efficient operation, and to detect malfunctions.",
      "Clean, adjust, and maintain equipment, using hand tools.",
      "Tend accessory equipment, such as pumps and conveyors, to move materials or ingredients through production processes.",
      "Move controls to start, stop, or adjust machinery and equipment that crushes, grinds, polishes, or blends materials.",
      "Notify supervisors of needed repairs.",
      "Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.",
      "Record data from operations, testing, and production on specified forms.",
      "Reject defective products and readjust equipment to eliminate problems.",
      "Inspect chains, belts, or scrolls for signs of wear.",
      "Clean work areas."
    ],
    "technologies": [
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "81841",
    "onet_soc": "49-9041.00",
    "onet_title": "Industrial Machinery Mechanics",
    "match_score": 0.17,
    "tasks": [
      "Repair or maintain the operating condition of industrial production or processing machinery or equipment.",
      "Repair or replace broken or malfunctioning components of machinery or equipment.",
      "Clean, lubricate, or adjust parts, equipment, or machinery.",
      "Disassemble machinery or equipment to remove parts and make repairs.",
      "Reassemble equipment after completion of inspections, testing, or repairs.",
      "Examine parts for defects, such as breakage or excessive wear.",
      "Record repairs and maintenance performed.",
      "Operate newly repaired machinery or equipment to verify the adequacy of repairs.",
      "Record parts or materials used and order or requisition new parts or materials, as necessary.",
      "Observe and test the operation of machinery or equipment to diagnose malfunctions, using voltmeters or other testing devices."
    ],
    "technologies": [
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "BIT Corp ProMACS PLC",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Computer aided design CAD software",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Extranet Machine Tools Suite",
        "category": "Computer aided manufacturing CAM software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "KEYENCE PLC Ladder Logic",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Maintenance management software",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Maintenance planning and control software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Programmable logic controller PLC software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Supervisory control and data acquisition SCADA software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "81501",
    "onet_soc": "51-6031.00",
    "onet_title": "Sewing Machine Operators",
    "match_score": 0.33,
    "tasks": [
      "Monitor machine operation to detect problems such as defective stitching, breaks in thread, or machine malfunctions.",
      "Place spools of thread, cord, or other materials on spindles, insert bobbins, and thread ends through machine guides and components.",
      "Position items under needles, using marks on machines, clamps, templates, or cloth as guides.",
      "Guide garments or garment parts under machine needles and presser feet to sew parts together.",
      "Remove holding devices and finished items from machines.",
      "Match cloth pieces in correct sequences prior to sewing them, and verify that dye lots and patterns match.",
      "Fold or stretch edges or lengths of items while sewing to facilitate forming specified sections.",
      "Cut excess material or thread from finished products.",
      "Select supplies such as fasteners and thread, according to job requirements.",
      "Examine and measure finished articles to verify conformance to standards, using rulers."
    ],
    "technologies": [
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "81000",
    "onet_soc": "19-1013.00",
    "onet_title": "Soil and Plant Scientists",
    "match_score": 0.17,
    "tasks": [
      "Communicate research or project results to other professionals or the public or teach related courses, seminars, or workshops.",
      "Develop methods of conserving or managing soil that can be applied by farmers or forestry companies.",
      "Provide information or recommendations to farmers or other landowners regarding ways in which they can best use land, promote plant growth, or avoid or correct problems such as erosion.",
      "Conduct experiments to develop new or improved varieties of field crops, focusing on characteristics such as yield, quality, disease resistance, nutritional value, or adaptation to specific soils or climates.",
      "Investigate soil problems or poor water quality to determine sources and effects.",
      "Investigate responses of soils to specific management practices to determine the use capabilities of soils and the effects of alternative practices on soil productivity.",
      "Conduct experiments to investigate the underlying mechanisms of plant growth and response to the environment.",
      "Identify degraded or contaminated soils and develop plans to improve their chemical, biological, or physical characteristics.",
      "Develop new or improved methods or products for controlling or eliminating weeds, crop diseases, or insect pests.",
      "Provide advice regarding the development of regulatory standards for land reclamation or soil conservation."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Active Server Pages ASP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAS",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "3dMapper",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Erosion Productivity Impact Calculator EPIC",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "European Soil Erosion Model EUROSEM",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "GAEA Technologies WinSieve",
        "category": "Categorization or classification software",
        "hot": false
      },
      {
        "name": "GEOEAS",
        "category": "Analytical or scientific software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "82000",
    "onet_soc": "51-2092.00",
    "onet_title": "Team Assemblers",
    "match_score": 0.25,
    "tasks": [
      "Perform quality checks on products and parts.",
      "Review work orders and blueprints to ensure work is performed according to specifications.",
      "Rotate through all the tasks required in a particular production process.",
      "Determine work assignments and procedures.",
      "Supervise assemblers and train employees on job procedures.",
      "Shovel, sweep, or otherwise clean work areas.",
      "Provide assistance in the production of wiring assemblies.",
      "Maintain production equipment and machinery.",
      "Complete production reports to communicate team production level to management.",
      "Package finished products and prepare them for shipment."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Computer aided design CAD software",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Enterprise resource planning ERP software",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83322",
    "onet_soc": "53-3032.00",
    "onet_title": "Heavy and Tractor-Trailer Truck Drivers",
    "match_score": 0.3,
    "tasks": [
      "Check all load-related documentation for completeness and accuracy.",
      "Inspect loads to ensure that cargo is secure.",
      "Check vehicles to ensure that mechanical, safety, and emergency equipment is in good working order.",
      "Crank trailer landing gear up or down to safely secure vehicles.",
      "Obtain receipts or signatures for delivered goods and collect payment for services when required.",
      "Maintain logs of working hours or of vehicle service or repair status, following applicable state and federal regulations.",
      "Read bills of lading to determine assignment details.",
      "Report vehicle defects, accidents, traffic violations, or damage to the vehicles.",
      "Perform basic vehicle maintenance tasks, such as adding oil, fuel, or radiator fluid, performing minor repairs, or washing trucks.",
      "Couple or uncouple trailers by changing trailer jack positions, connecting or disconnecting air or electrical lines, or manipulating fifth-wheel locks."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "ADP ezLaborManager",
        "category": "Time accounting software",
        "hot": false
      },
      {
        "name": "ALK Technologies PC*Miler",
        "category": "Route navigation software",
        "hot": false
      },
      {
        "name": "Computerized inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "ddlsoftware.com drivers daily log program DDL",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Eko",
        "category": "Desktop communications software",
        "hot": false
      },
      {
        "name": "Fog Line Software Truckn Pro",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "MarcoSoft Quo Vadis",
        "category": "Route navigation software",
        "hot": false
      },
      {
        "name": "Omnitracs Performance Monitoring",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "PeopleNet",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83110",
    "onet_soc": "29-9091.00",
    "onet_title": "Athletic Trainers",
    "match_score": 0.25,
    "tasks": [
      "Conduct an initial assessment of an athlete's injury or illness to provide emergency or continued care and to determine whether they should be referred to physicians for definitive diagnosis and treatment.",
      "Assess and report the progress of recovering athletes to coaches or physicians.",
      "Care for athletic injuries, using physical therapy equipment, techniques, or medication.",
      "Evaluate athletes' readiness to play and provide participation clearances when necessary and warranted.",
      "Perform general administrative tasks, such as keeping records or writing reports.",
      "Clean and sanitize athletic training rooms.",
      "Instruct coaches, athletes, parents, medical personnel, or community members in the care and prevention of athletic injuries.",
      "Apply protective or injury preventive devices, such as tape, bandages, or braces, to body parts, such as ankles, fingers, or wrists.",
      "Collaborate with physicians to develop and implement comprehensive rehabilitation programs for athletic injuries.",
      "Travel with athletic teams to be available at sporting events."
    ],
    "technologies": [
      {
        "name": "BioEx Systems Exercise Pro",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Digital Coach AthleticTrainer",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ImPACT Applications ImPACT",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Injury tracking software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Keffer Development Services Athletic Trainer System ATS",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Premier Software Simtrak Mobility",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83223",
    "onet_soc": "53-3054.00",
    "onet_title": "Taxi Drivers",
    "match_score": 0.25,
    "tasks": [
      "Collect fares or vouchers from passengers, and make change or issue receipts as necessary.",
      "Communicate with dispatchers by radio, telephone, or computer to exchange information and receive requests for passenger service.",
      "Complete accident reports when necessary.",
      "Determine fares based on trip distances and times, using taximeters and fee schedules, and announce fares to passengers.",
      "Drive taxicabs or privately owned vehicles to transport passengers.",
      "Follow relevant safety regulations and state laws governing vehicle operation, and ensure that passengers follow safety regulations.",
      "Notify dispatchers or company mechanics of vehicle problems.",
      "Perform minor vehicle repairs, such as cleaning spark plugs, or take vehicles to mechanics for servicing.",
      "Perform routine vehicle maintenance, such as regulating tire pressure and adding gasoline, oil, and water.",
      "Pick up passengers at prearranged locations, at taxi stands, or by cruising streets in high-traffic areas."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Actsoft Comet Tracker",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Digital Dispatch",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "Easy Dispatch",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "EventHelix WebTaxi",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "GPC Autocab",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "Mobile Knowledge Cabmate",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "PC Dispatch",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "Penchant Software dispatchOffice",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Piccolo Software PiccoloTaxi",
        "category": "Mobile location based services software",
        "hot": false
      },
      {
        "name": "TranWare Enterprise Suite",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "83324",
    "onet_soc": "53-3033.00",
    "onet_title": "Light Truck Drivers",
    "match_score": 0.33,
    "tasks": [
      "Obey traffic laws and follow established traffic and transportation procedures.",
      "Report any mechanical problems encountered with vehicles.",
      "Verify the contents of inventory loads against shipping papers.",
      "Inspect and maintain vehicle supplies and equipment, such as gas, oil, water, tires, lights, or brakes, to ensure that vehicles are in proper working condition.",
      "Read maps and follow written or verbal geographic directions.",
      "Load and unload trucks, vans, or automobiles.",
      "Present bills and receipts and collect payments for goods delivered or loaded.",
      "Maintain records, such as vehicle logs, records of cargo, or billing statements, in accordance with regulations.",
      "Drive vehicles with capacities under three tons to transport materials to and from specified destinations, such as railroad stations, plants, residences, offices, or within industrial yards.",
      "Turn in receipts and money received from deliveries."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Automatic routing software",
        "category": "Route navigation software",
        "hot": false
      },
      {
        "name": "Computerized inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Eko",
        "category": "Desktop communications software",
        "hot": false
      },
      {
        "name": "FreightDATA",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "IBM Domino",
        "category": "Communications server software",
        "hot": false
      },
      {
        "name": "Internet browser software",
        "category": "Internet browser software",
        "hot": false
      },
      {
        "name": "Inventory management systems",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Package location and tracking software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Recordkeeping software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Vehicle location and tracking software",
        "category": "Industrial control software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "93333",
    "onet_soc": "53-6032.00",
    "onet_title": "Aircraft Service Attendants",
    "match_score": 0.17,
    "tasks": [
      "Apply de-icing fluid to aircraft from baskets lifted by truck-mounted cranes.",
      "Change aircraft oil, coolant, or other fluids.",
      "Clean aircraft interiors by picking up waste, wiping down windows, or vacuuming.",
      "Climb ladders to reach aircraft surfaces to be cleaned.",
      "Complete forms describing tasks completed.",
      "De-grease aircraft exteriors.",
      "Empty aircraft lavatory systems or refill them with sanitizer fluid.",
      "Guide aircraft to designated areas using hand signals, batons, or other methods.",
      "Inspect aircraft components to locate cracks, breaks, leaks, or other problems.",
      "Load baggage or cargo for crew or passengers."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Access Software AIRPAX",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Computerized aircraft log manager CALM",
        "category": "Information retrieval or search software",
        "hot": false
      },
      {
        "name": "Engine analysis software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Maintenance information databases",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Maintenance planning software",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Maintenance record software",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "Supply system software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Technical manual database software",
        "category": "Information retrieval or search software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "96211",
    "onet_soc": "53-5021.00",
    "onet_title": "Captains, Mates, and Pilots of Water Vessels",
    "match_score": 0.11,
    "tasks": [
      "Direct courses and speeds of ships, based on specialized knowledge of local winds, weather, water depths, tides, currents, and hazards.",
      "Prevent ships under navigational control from engaging in unsafe operations.",
      "Serve as a vessel's docking master upon arrival at a port or at a berth.",
      "Consult maps, charts, weather reports, or navigation equipment to determine and direct ship movements.",
      "Steer and operate vessels, using radios, depth finders, radars, lights, buoys, or lighthouses.",
      "Operate ship-to-shore radios to exchange information needed for ship operations.",
      "Dock or undock vessels, sometimes maneuvering through narrow spaces, such as locks.",
      "Stand watches on vessels during specified periods while vessels are under way.",
      "Inspect vessels to ensure efficient and safe operation of vessels and equipment and conformance to regulations.",
      "Read gauges to verify sufficient levels of hydraulic fluid, air pressure, or oxygen."
    ],
    "technologies": [
      {
        "name": "Apple macOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Computerized maintenance management system CMMS",
        "category": "Facilities management software",
        "hot": false
      },
      {
        "name": "FURUNO navigational chart software",
        "category": "Route navigation software",
        "hot": false
      },
      {
        "name": "Groundwater modeling system GMS",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Jeppesen Marine Nobeltec Admiral",
        "category": "Route navigation software",
        "hot": false
      },
      {
        "name": "JRC navigation software",
        "category": "Route navigation software",
        "hot": false
      },
      {
        "name": "KNMI TurboWin",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Log book software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Maptech The CAPN",
        "category": "Route navigation software",
        "hot": false
      },
      {
        "name": "Navigational chart software",
        "category": "Route navigation software",
        "hot": false
      },
      {
        "name": "SHIPNEXT",
        "category": "Materials requirements planning logistics and supply chain software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "96212",
    "onet_soc": "39-6011.00",
    "onet_title": "Baggage Porters and Bellhops",
    "match_score": 0.17,
    "tasks": [
      "Receive and mark baggage by completing and attaching claim checks.",
      "Greet incoming guests and escort them to their rooms.",
      "Transport guests about premises and local areas, or arrange for transportation.",
      "Maintain clean lobbies or entrance areas for travelers or guests.",
      "Transfer luggage, trunks, and packages to and from rooms, loading areas, vehicles, or transportation terminals, by hand or using baggage carts.",
      "Supply guests or travelers with directions, travel information, and other information, such as available services and points of interest.",
      "Explain the operation of room features, such as locks, ventilation systems, and televisions.",
      "Assist travelers and guests with disabilities.",
      "Deliver messages and room service orders, and run errands for guests.",
      "Pick up and return items for laundry and valet service."
    ],
    "technologies": []
  },
  {
    "ssoc": "96261",
    "onet_soc": "39-2021.00",
    "onet_title": "Animal Caretakers",
    "match_score": 0.25,
    "tasks": [
      "Feed and water animals according to schedules and feeding instructions.",
      "Provide treatment to sick or injured animals, or contact veterinarians to secure treatment.",
      "Examine and observe animals to detect signs of illness, disease, or injury.",
      "Mix food, liquid formulas, medications, or food supplements according to instructions, prescriptions, and knowledge of animal species.",
      "Do facility laundry and clean, organize, maintain, and disinfect animal quarters, such as pens and stables, and equipment, such as saddles and bridles.",
      "Exercise animals to maintain their physical and mental health.",
      "Collect and record animal information, such as weight, size, physical condition, treatments received, medications given, and food intake.",
      "Respond to questions from patrons, and provide information about animals, such as behavior, habitat, breeding habits, or facility activities.",
      "Answer telephones and schedule appointments.",
      "Advise pet owners on how to care for their pets' health."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "CEEJS The Pet Groomer's Secretary",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "DaySmart Software 123Pet",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Envision Pet Grooming",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Groomsoft",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "K9 Bytes K9 Koordinator",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Kennel Link",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "The Groomer's Write Hand",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "96256",
    "onet_soc": "39-3092.00",
    "onet_title": "Costume Attendants",
    "match_score": 0.25,
    "tasks": [
      "Create worksheets for dressing lists, show notes, or costume checks.",
      "Provide dressing assistance to cast members or assign cast dressers to assist specific cast members with costume changes.",
      "Arrange costumes in order of use to facilitate quick-change procedures for performances.",
      "Design or construct costumes or send them to tailors for construction, major repairs, or alterations.",
      "Examine costume fit on cast members and sketch or write notes for alterations.",
      "Distribute costumes or related equipment and keep records of item status.",
      "Check the appearance of costumes on stage or under lights to determine whether desired effects are being achieved.",
      "Clean and press costumes before and after performances and perform any minor repairs.",
      "Collaborate with production designers, costume designers, or other production staff to discuss and execute costume design details.",
      "Monitor, maintain, or secure inventories of costumes, wigs, or makeup, providing keys or access to assigned directors, costume designers, or wardrobe mistresses/masters."
    ],
    "technologies": [
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Garment tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "96254",
    "onet_soc": "19-1031.03",
    "onet_title": "Park Naturalists",
    "match_score": 0.25,
    "tasks": [
      "Apply principles of specialized fields of science, such as agronomy, soil science, forestry, or agriculture, to achieve conservation objectives.",
      "Plan soil management or conservation practices, such as crop rotation, reforestation, permanent vegetation, contour plowing, or terracing, to maintain soil or conserve water.",
      "Monitor projects during or after construction to ensure projects conform to design specifications.",
      "Advise land users, such as farmers or ranchers, on plans, problems, or alternative conservation solutions.",
      "Implement soil or water management techniques, such as nutrient management, erosion control, buffers, or filter strips, in accordance with conservation plans.",
      "Compute design specifications for implementation of conservation practices, using survey or field information, technical guides or engineering manuals.",
      "Gather information from geographic information systems (GIS) databases or applications to formulate land use recommendations.",
      "Participate on work teams to plan, develop, or implement programs or policies for improving environmental habitats, wetlands, or groundwater or soil resources.",
      "Compute cost estimates of different conservation practices, based on needs of land users, maintenance requirements, or life expectancy of practices.",
      "Develop or maintain working relationships with local government staff or board members."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Active Server Pages ASP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Oracle Java",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Perl",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "R",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "93100",
    "onet_soc": "47-4011.00",
    "onet_title": "Construction and Building Inspectors",
    "match_score": 0.33,
    "tasks": [
      "Approve building plans that meet required specifications.",
      "Review and interpret plans, blueprints, site layouts, specifications, or construction methods to ensure compliance to legal requirements and safety regulations.",
      "Issue permits for construction, relocation, demolition, or occupancy.",
      "Inspect bridges, dams, highways, buildings, wiring, plumbing, electrical circuits, sewers, heating systems, or foundations during and after construction for structural quality, general safety, or conformance to specifications and codes.",
      "Monitor installation of plumbing, wiring, equipment, or appliances to ensure that installation is performed properly and is in compliance with applicable regulations.",
      "Inspect and monitor construction sites to ensure adherence to safety standards, building codes, or specifications.",
      "Confer with owners, violators, or authorities to explain regulations or recommend remedial actions.",
      "Measure dimensions and verify level, alignment, or elevation of structures or fixtures to ensure compliance to building plans and codes.",
      "Maintain daily logs and supplement inspection records with photographs.",
      "Conduct inspections, using survey instruments, metering devices, tape measures, or test equipment."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Linux",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Microsoft .NET Framework",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Excel",
        "category": "Spreadsheet software",
        "hot": true
      },
      {
        "name": "Microsoft Office software",
        "category": "Office suite software",
        "hot": true
      },
      {
        "name": "Microsoft Outlook",
        "category": "Electronic mail software",
        "hot": true
      },
      {
        "name": "Microsoft PowerPoint",
        "category": "Presentation software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "91000",
    "onet_soc": "37-2019.00",
    "onet_title": "Building Cleaning Workers, All Other",
    "match_score": 0.17,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "96272",
    "onet_soc": "39-6012.00",
    "onet_title": "Concierges",
    "match_score": 0.16,
    "tasks": [
      "Provide information about local features, such as shopping, dining, nightlife, or recreational destinations.",
      "Make reservations for patrons, such as for dinner, spa treatments, or golf tee times, and obtain tickets to special events.",
      "Provide directions to guests.",
      "Order flowers for guests.",
      "Make travel arrangements for sightseeing or other tours.",
      "Pick up and deliver items or run errands for guests.",
      "Plan special events, parties, or meetings, which may include booking musicians or celebrities.",
      "Book airline or train tickets, reserve rental cars, or arrange shuttle service for guests.",
      "Arrange childcare services for guests.",
      "Carry out unusual requests, such as searching for hard-to-find items or arranging for exotic services, such as hot-air balloon rides."
    ],
    "technologies": [
      {
        "name": "Yardi software",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Billing software",
        "category": "Billing and invoicing software",
        "hot": false
      },
      {
        "name": "Budgeting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Delphi Technology",
        "category": "Financial analysis software",
        "hot": false
      },
      {
        "name": "Mapping software",
        "category": "Map creation software",
        "hot": false
      },
      {
        "name": "Microsoft Publisher",
        "category": "Desktop publishing software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "91153",
    "onet_soc": "35-9021.00",
    "onet_title": "Dishwashers",
    "match_score": 0.16,
    "tasks": [
      "Wash dishes, glassware, flatware, pots, or pans, using dishwashers or by hand.",
      "Maintain kitchen work areas, equipment, or utensils in clean and orderly condition.",
      "Place clean dishes, utensils, or cooking equipment in storage areas.",
      "Sweep or scrub floors.",
      "Stock supplies, such as food or utensils, in serving stations, cupboards, refrigerators, or salad bars.",
      "Clean or prepare various foods for cooking or serving.",
      "Sort and remove trash, placing it in designated pickup areas.",
      "Transfer supplies or equipment between storage and work areas, by hand or using hand trucks.",
      "Receive and store supplies.",
      "Clean garbage cans with water or steam."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "96262",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "94103",
    "onet_soc": "35-2011.00",
    "onet_title": "Cooks, Fast Food",
    "match_score": 0.33,
    "tasks": [
      "Order and take delivery of supplies.",
      "Cook the exact number of items ordered by each customer, working on several different orders simultaneously.",
      "Prepare specialty foods, such as pizzas, fish and chips, sandwiches, or tacos, following specific methods that usually require short preparation time.",
      "Operate large-volume cooking equipment, such as grills, deep-fat fryers, or griddles.",
      "Wash, cut, and prepare foods designated for cooking.",
      "Prepare and serve beverages, such as coffee or fountain drinks.",
      "Clean food preparation areas, cooking surfaces, and utensils.",
      "Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.",
      "Serve orders to customers at windows, counters, or tables.",
      "Clean, stock, and restock workstations and display cases."
    ],
    "technologies": [
      {
        "name": "Aldelo Systems Aldelo for Restaurants Pro",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Foodman Home-Delivery",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Plexis Software Plexis POS",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "Point of sale POS software",
        "category": "Point of sale POS software",
        "hot": false
      },
      {
        "name": "RestaurantPlus PRO",
        "category": "Point of sale POS software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "91151",
    "onet_soc": "51-3092.00",
    "onet_title": "Food Batchmakers",
    "match_score": 0.25,
    "tasks": [
      "Record production and test data for each food product batch, such as the ingredients used, temperature, test results, and time cycle.",
      "Clean and sterilize vats and factory processing areas.",
      "Set up, operate, and tend equipment that cooks, mixes, blends, or processes ingredients in the manufacturing of food products, according to formulas or recipes.",
      "Mix or blend ingredients, according to recipes, using a paddle or an agitator, or by controlling vats that heat and mix ingredients.",
      "Follow recipes to produce food products of specified flavor, texture, clarity, bouquet, or color.",
      "Give directions to other workers who are assisting in the batchmaking process.",
      "Select and measure or weigh ingredients, using English or metric measures and balance scales.",
      "Press switches and turn knobs to start, adjust, and regulate equipment, such as beaters, extruders, discharge pipes, and salt pumps.",
      "Determine mixing sequences, based on knowledge of temperature effects and of the solubility of specific ingredients.",
      "Observe and listen to equipment to detect possible malfunctions, such as leaks or plugging, and report malfunctions or undesirable tastes to supervisors."
    ],
    "technologies": [
      {
        "name": "Edible Software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Plex Systems Plex Manufacturing Cloud",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "94102",
    "onet_soc": "51-3092.00",
    "onet_title": "Food Batchmakers",
    "match_score": 0.25,
    "tasks": [
      "Record production and test data for each food product batch, such as the ingredients used, temperature, test results, and time cycle.",
      "Clean and sterilize vats and factory processing areas.",
      "Set up, operate, and tend equipment that cooks, mixes, blends, or processes ingredients in the manufacturing of food products, according to formulas or recipes.",
      "Mix or blend ingredients, according to recipes, using a paddle or an agitator, or by controlling vats that heat and mix ingredients.",
      "Follow recipes to produce food products of specified flavor, texture, clarity, bouquet, or color.",
      "Give directions to other workers who are assisting in the batchmaking process.",
      "Select and measure or weigh ingredients, using English or metric measures and balance scales.",
      "Press switches and turn knobs to start, adjust, and regulate equipment, such as beaters, extruders, discharge pipes, and salt pumps.",
      "Determine mixing sequences, based on knowledge of temperature effects and of the solubility of specific ingredients.",
      "Observe and listen to equipment to detect possible malfunctions, such as leaks or plugging, and report malfunctions or undesirable tastes to supervisors."
    ],
    "technologies": [
      {
        "name": "Edible Software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Plex Systems Plex Manufacturing Cloud",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "96111",
    "onet_soc": "17-2131.00",
    "onet_title": "Materials Engineers",
    "match_score": 0.26,
    "tasks": [
      "Analyze product failure data and laboratory test results to determine causes of problems and develop solutions.",
      "Design and direct the testing or control of processing procedures.",
      "Monitor material performance, and evaluate its deterioration.",
      "Conduct or supervise tests on raw materials or finished products to ensure their quality.",
      "Evaluate technical specifications and economic factors relating to process or product design objectives.",
      "Modify properties of metal alloys, using thermal and mechanical treatments.",
      "Determine appropriate methods for fabricating and joining materials.",
      "Guide technical staff in developing materials for specific uses in projected products or devices.",
      "Review new product plans, and make recommendations for material selection, based on design objectives such as strength, weight, heat resistance, electrical conductivity, and cost.",
      "Supervise the work of technologists, technicians, and other engineers and scientists."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "Dassault Systemes SolidWorks",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Visio",
        "category": "Process mapping and design software",
        "hot": true
      },
      {
        "name": "Microsoft Visual Basic",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Python",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "The MathWorks MATLAB",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "ANSYS Multiphysics",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Computer aided design CAD software",
        "category": "Computer aided design CAD software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "91210",
    "onet_soc": "51-6051.00",
    "onet_title": "Sewers, Hand",
    "match_score": 0.25,
    "tasks": [
      "Select thread, twine, cord, or yarn to be used, and thread needles.",
      "Measure and align parts, fasteners, or trimmings, following seams, edges, or markings on parts.",
      "Trim excess threads or edges of parts, using scissors or knives.",
      "Sew, join, reinforce, or finish parts of articles, such as garments, books, mattresses, toys, and wigs, using needles and thread or other materials.",
      "Use different sewing techniques such as felling, tacking, basting, embroidery, and fagoting.",
      "Fit garments on clients, altering as needed.",
      "Smooth seams with heated irons, flat bones, or rubbing sticks.",
      "Draw and cut patterns according to specifications.",
      "Fold, twist, stretch, or drape material, and secure articles in preparation for sewing.",
      "Sew buttonholes, or add lace or other trimming."
    ],
    "technologies": [
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe FreeHand MX",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Corel CorelDraw Graphics Suite",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Drawing software",
        "category": "Graphics or photo imaging software",
        "hot": false
      },
      {
        "name": "Embroidery design software",
        "category": "Computer aided design CAD software",
        "hot": false
      },
      {
        "name": "Graphics digitizing software",
        "category": "Optical character reader OCR or scanning software",
        "hot": false
      },
      {
        "name": "Template design software",
        "category": "Computer aided design CAD software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "93201",
    "onet_soc": "53-7064.00",
    "onet_title": "Packers and Packagers, Hand",
    "match_score": 0.34,
    "tasks": [
      "Examine and inspect containers, materials, or products to ensure that product quality and packing specifications are met.",
      "Measure, weigh, and count products and materials.",
      "Record product, packaging, and order information on specified forms and records.",
      "Seal containers or materials, using glues, fasteners, nails, and hand tools.",
      "Assemble, line, and pad cartons, crates, and containers, using hand tools.",
      "Obtain, move, and sort products, materials, containers, and orders, using hand tools.",
      "Mark and label containers, container tags, or products, using marking tools.",
      "Clean containers, materials, supplies, or work areas, using cleaning solutions and hand tools.",
      "Remove completed or defective products or materials, placing them on moving equipment, such as conveyors, or in specified areas, such as loading docks.",
      "Place or pour products or materials into containers, using hand tools and equipment, or fill containers from spouts or chutes."
    ],
    "technologies": [
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "96253",
    "onet_soc": "19-3039.03",
    "onet_title": "Clinical Neuropsychologists",
    "match_score": 0.25,
    "tasks": [
      "Conduct neuropsychological evaluations such as assessments of intelligence, academic ability, attention, concentration, sensorimotor function, language, learning, and memory.",
      "Write or prepare detailed clinical neuropsychological reports, using data from psychological or neuropsychological tests, self-report measures, rating scales, direct observations, or interviews.",
      "Interview patients to obtain comprehensive medical histories.",
      "Diagnose and treat conditions involving injury to the central nervous system, such as cerebrovascular accidents, neoplasms, infectious or inflammatory diseases, degenerative diseases, head traumas, demyelinating diseases, and various forms of dementing illnesses.",
      "Establish neurobehavioral baseline measures for monitoring progressive cerebral disease or recovery.",
      "Provide education or counseling to individuals and families.",
      "Diagnose and treat pediatric populations for conditions such as learning disabilities with developmental or organic bases.",
      "Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in neuropsychology.",
      "Participate in educational programs, in-service training, or workshops to remain current in methods and techniques.",
      "Consult with other professionals about patients' neurological conditions."
    ],
    "technologies": [
      {
        "name": "IBM SPSS Statistics",
        "category": "Analytical or scientific software",
        "hot": true
      },
      {
        "name": "Automated Neuropsychological Metric Assessments Battery",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Behavioral Assessment and Research System BARS",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "BrainMetric The Category Test",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "BrainTrain Captain's Log",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "CogniSyst Computerized Assessment of Response Bias CARB",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Conners' Continuous Performance Test II",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Interactive psychological evaluation software",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "MicroCog Assessment of Cognitive Functioning",
        "category": "Medical software",
        "hot": false
      },
      {
        "name": "Noldus Information Technology The Observer XT",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Operational Data Store ODS software",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "91122",
    "onet_soc": "53-7061.00",
    "onet_title": "Cleaners of Vehicles and Equipment",
    "match_score": 0.18,
    "tasks": [
      "Rinse objects and place them on drying racks or use cloth, squeegees, or air compressors to dry surfaces.",
      "Apply paints, dyes, polishes, reconditioners, waxes, or masking materials to vehicles to preserve, protect, or restore color or condition.",
      "Clean and polish vehicle windows.",
      "Drive vehicles to or from workshops or customers' workplaces or homes.",
      "Scrub, scrape, or spray machine parts, equipment, or vehicles, using scrapers, brushes, clothes, cleaners, disinfectants, insecticides, acid, abrasives, vacuums, or hoses.",
      "Inspect parts, equipment, or vehicles for cleanliness, damage, and compliance with standards or regulations.",
      "Mix cleaning solutions, abrasive compositions, or other compounds, according to formulas.",
      "Maintain inventories of supplies.",
      "Pre-soak or rinse machine parts, equipment, or vehicles by immersing objects in cleaning solutions or water, manually or using hoists.",
      "Turn valves or disconnect hoses to eliminate water, cleaning solutions, or vapors from machinery or tanks."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Bella FSM Auto Detailing Service Software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Green Cloud KleanTRAC",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "91121",
    "onet_soc": "39-3093.00",
    "onet_title": "Locker Room, Coatroom, and Dressing Room Attendants",
    "match_score": 0.2,
    "tasks": [
      "Provide towels and sheets to clients in public baths, steam rooms, and restrooms.",
      "Assign dressing room facilities, locker space, or clothing containers to patrons of athletic or bathing establishments.",
      "Check supplies to ensure adequate availability, and order new supplies when necessary.",
      "Monitor patrons' facility use to ensure that rules and regulations are followed, and safety and order are maintained.",
      "Clean facilities such as floors or locker rooms.",
      "Answer customer inquiries or explain cost, availability, policies, and procedures of facilities.",
      "Refer guest problems or complaints to supervisors.",
      "Maintain a lost-and-found collection.",
      "Clean and polish footwear, using brushes, sponges, cleaning fluid, polishes, waxes, liquid or sole dressing, and daubers.",
      "Activate emergency action plans and administer first aid, as necessary."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "IntelliTrack DMS Check In-Out",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "SportSoft Equipment Manager",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "94101",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "96252",
    "onet_soc": "39-3092.00",
    "onet_title": "Costume Attendants",
    "match_score": 0.25,
    "tasks": [
      "Create worksheets for dressing lists, show notes, or costume checks.",
      "Provide dressing assistance to cast members or assign cast dressers to assist specific cast members with costume changes.",
      "Arrange costumes in order of use to facilitate quick-change procedures for performances.",
      "Design or construct costumes or send them to tailors for construction, major repairs, or alterations.",
      "Examine costume fit on cast members and sketch or write notes for alterations.",
      "Distribute costumes or related equipment and keep records of item status.",
      "Check the appearance of costumes on stage or under lights to determine whether desired effects are being achieved.",
      "Clean and press costumes before and after performances and perform any minor repairs.",
      "Collaborate with production designers, costume designers, or other production staff to discuss and execute costume design details.",
      "Monitor, maintain, or secure inventories of costumes, wigs, or makeup, providing keys or access to assigned directors, costume designers, or wardrobe mistresses/masters."
    ],
    "technologies": [
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Garment tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "92142",
    "onet_soc": "17-1012.00",
    "onet_title": "Landscape Architects",
    "match_score": 0.25,
    "tasks": [
      "Confer with clients, engineering personnel, or architects on landscape projects.",
      "Analyze data on conditions such as site location, drainage, or structure location for environmental reports or landscaping plans.",
      "Inspect landscape work to ensure compliance with specifications, evaluate quality of materials or work, or advise clients or construction personnel.",
      "Prepare site plans, specifications, or cost estimates for land development.",
      "Integrate existing land features or landscaping into designs.",
      "Collaborate with architects or related professionals on whole building design to maximize the aesthetic features of structures or surrounding land and to improve energy efficiency.",
      "Prepare graphic representations or drawings of proposed plans or designs.",
      "Inspect proposed sites to identify structural elements of land areas or other important site information, such as soil condition, existing landscaping, or the proximity of water management facilities.",
      "Collaborate with estimators to cost projects, create project plans, or coordinate bids from landscaping contractors.",
      "Create landscapes that minimize water consumption such as by incorporating drought-resistant grasses or indigenous plants."
    ],
    "technologies": [
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD Civil 3D",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Bentley MicroStation",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "ESRI ArcGIS software",
        "category": "Geographic information system",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Trimble SketchUp Pro",
        "category": "Computer aided design CAD software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "96291",
    "onet_soc": "51-8012.00",
    "onet_title": "Power Distributors and Dispatchers",
    "match_score": 0.17,
    "tasks": [
      "Coordinate with engineers, planners, field personnel, or other utility workers to provide information such as clearances, switching orders, or distribution process changes.",
      "Respond to emergencies, such as transformer or transmission line failures, and route current around affected areas.",
      "Control, monitor, or operate equipment that regulates or distributes electricity or steam, using data obtained from instruments or computers.",
      "Direct personnel engaged in controlling or operating distribution equipment or machinery, such as instructing control room operators to start boilers or generators.",
      "Distribute or regulate the flow of power between entities, such as generating stations, substations, distribution lines, or users, keeping track of the status of circuits or connections.",
      "Manipulate controls to adjust or activate power distribution equipment or machines.",
      "Prepare switching orders that will isolate work areas without causing power outages, referring to drawings of power systems.",
      "Monitor and record switchboard or control board readings to ensure that electrical or steam distribution equipment is operating properly.",
      "Implement energy schedules, including real-time transmission reservations or schedules.",
      "Calculate load estimates or equipment requirements to determine required control settings."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "ABB MicroSCADA Pro DMS",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "ABB MicroSCADA Pro SYS",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "ABB PSGuard",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Catapult Software iPower SCADA",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Distribution automation system software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Distribution management system DMS",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Energy management system EMS",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Geographic information system GIS software",
        "category": "Geographic information system",
        "hot": false
      },
      {
        "name": "Milsoft DisSPatch",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "OSI monarch/SGP",
        "category": "Industrial control software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "91220",
    "onet_soc": "53-7061.00",
    "onet_title": "Cleaners of Vehicles and Equipment",
    "match_score": 0.34,
    "tasks": [
      "Rinse objects and place them on drying racks or use cloth, squeegees, or air compressors to dry surfaces.",
      "Apply paints, dyes, polishes, reconditioners, waxes, or masking materials to vehicles to preserve, protect, or restore color or condition.",
      "Clean and polish vehicle windows.",
      "Drive vehicles to or from workshops or customers' workplaces or homes.",
      "Scrub, scrape, or spray machine parts, equipment, or vehicles, using scrapers, brushes, clothes, cleaners, disinfectants, insecticides, acid, abrasives, vacuums, or hoses.",
      "Inspect parts, equipment, or vehicles for cleanliness, damage, and compliance with standards or regulations.",
      "Mix cleaning solutions, abrasive compositions, or other compounds, according to formulas.",
      "Maintain inventories of supplies.",
      "Pre-soak or rinse machine parts, equipment, or vehicles by immersing objects in cleaning solutions or water, manually or using hoists.",
      "Turn valves or disconnect hoses to eliminate water, cleaning solutions, or vapors from machinery or tanks."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Bella FSM Auto Detailing Service Software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Green Cloud KleanTRAC",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "93336",
    "onet_soc": "53-7062.00",
    "onet_title": "Laborers and Freight, Stock, and Material Movers, Hand",
    "match_score": 0.08,
    "tasks": [
      "Maintain equipment storage areas to ensure that inventory is protected.",
      "Read work orders or receive oral instructions to determine work assignments or material or equipment needs.",
      "Move freight, stock, or other materials to and from storage or production areas, loading docks, delivery vehicles, ships, or containers, by hand or using trucks, tractors, or other equipment.",
      "Install protective devices, such as bracing, padding, or strapping, to prevent shifting or damage to items being transported.",
      "Sort cargo before loading and unloading.",
      "Attach identifying tags to containers or mark them with identifying information.",
      "Record numbers of units handled or moved, using daily production sheets or work tickets.",
      "Attach slings, hooks, or other devices to lift cargo and guide loads.",
      "Carry needed tools or supplies from storage or trucks and return them after use.",
      "Pack containers and re-pack damaged containers."
    ],
    "technologies": [
      {
        "name": "Apple Safari",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Microsoft Edge",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Mozilla Firefox",
        "category": "Internet browser software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Data entry software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Handheld computer device software",
        "category": "Operating system software",
        "hot": false
      },
      {
        "name": "Inventory management systems",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Machine control software",
        "category": "Industrial control software",
        "hot": false
      },
      {
        "name": "Microsoft Publisher",
        "category": "Desktop publishing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "96293",
    "onet_soc": "11-9179.00",
    "onet_title": "Personal Service Managers, All Other",
    "match_score": 0.17,
    "tasks": [
      "Maintain wellness- and fitness-related schedules, records, or reports.",
      "Develop or coordinate fitness and wellness programs or services.",
      "Recommend or approve new program or service offerings to promote wellness and fitness, produce revenues, or minimize costs.",
      "Manage or oversee fitness or recreation facilities, ensuring safe and clean facilities and equipment.",
      "Supervise fitness or wellness specialists, such as fitness instructors, nutritionists, or health educators.",
      "Track attendance, participation, or performance data related to wellness events.",
      "Conduct or facilitate training sessions or seminars for wellness and fitness staff.",
      "Maintain or arrange for maintenance of fitness equipment or facilities.",
      "Prepare or implement budgets and strategic, operational, purchasing, or maintenance plans.",
      "Evaluate fitness and wellness programs to determine their effectiveness."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Airtable",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Bizlink Salon Manager",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Booker Software SpaBooker",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "ClienTrak!",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "CRIMPERS Management Software CRIMPERS Salon Software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "CSI Software Spa Management",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "DaySmart Software Salon Iris",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Elite Software Elite Salon & Spa Management",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Elite Software Elite Salon & Spa Payroll",
        "category": "Human resources software",
        "hot": false
      },
      {
        "name": "Envision Salon",
        "category": "Data base user interface and query software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "91131",
    "onet_soc": "27-1021.00",
    "onet_title": "Commercial and Industrial Designers",
    "match_score": 0.33,
    "tasks": [
      "Prepare sketches of ideas, detailed drawings, illustrations, artwork, or blueprints, using drafting instruments, paints and brushes, or computer-aided design equipment.",
      "Modify and refine designs, using working models, to conform with customer specifications, production limitations, or changes in design trends.",
      "Evaluate feasibility of design ideas, based on factors such as appearance, safety, function, serviceability, budget, production costs/methods, and market characteristics.",
      "Confer with engineering, marketing, production, or sales departments, or with customers, to establish and evaluate design concepts for manufactured products.",
      "Present designs and reports to customers or design committees for approval and discuss need for modification.",
      "Research production specifications, costs, production materials, and manufacturing methods and provide cost estimates and itemized production requirements.",
      "Direct and coordinate the fabrication of models or samples and the drafting of working drawings and specification sheets from sketches.",
      "Investigate product characteristics such as the product's safety and handling qualities, its market appeal, how efficiently it can be produced, and ways of distributing, using, and maintaining it.",
      "Develop manufacturing procedures and monitor the manufacture of their designs in a factory to improve operations and product quality.",
      "Participate in new product planning or market research, including studying the potential need for new products."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apache Maven",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apple iOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "91133",
    "onet_soc": "27-1021.00",
    "onet_title": "Commercial and Industrial Designers",
    "match_score": 0.33,
    "tasks": [
      "Prepare sketches of ideas, detailed drawings, illustrations, artwork, or blueprints, using drafting instruments, paints and brushes, or computer-aided design equipment.",
      "Modify and refine designs, using working models, to conform with customer specifications, production limitations, or changes in design trends.",
      "Evaluate feasibility of design ideas, based on factors such as appearance, safety, function, serviceability, budget, production costs/methods, and market characteristics.",
      "Confer with engineering, marketing, production, or sales departments, or with customers, to establish and evaluate design concepts for manufactured products.",
      "Present designs and reports to customers or design committees for approval and discuss need for modification.",
      "Research production specifications, costs, production materials, and manufacturing methods and provide cost estimates and itemized production requirements.",
      "Direct and coordinate the fabrication of models or samples and the drafting of working drawings and specification sheets from sketches.",
      "Investigate product characteristics such as the product's safety and handling qualities, its market appeal, how efficiently it can be produced, and ways of distributing, using, and maintaining it.",
      "Develop manufacturing procedures and monitor the manufacture of their designs in a factory to improve operations and product quality.",
      "Participate in new product planning or market research, including studying the potential need for new products."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apache Maven",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apple iOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "91132",
    "onet_soc": "27-1021.00",
    "onet_title": "Commercial and Industrial Designers",
    "match_score": 0.33,
    "tasks": [
      "Prepare sketches of ideas, detailed drawings, illustrations, artwork, or blueprints, using drafting instruments, paints and brushes, or computer-aided design equipment.",
      "Modify and refine designs, using working models, to conform with customer specifications, production limitations, or changes in design trends.",
      "Evaluate feasibility of design ideas, based on factors such as appearance, safety, function, serviceability, budget, production costs/methods, and market characteristics.",
      "Confer with engineering, marketing, production, or sales departments, or with customers, to establish and evaluate design concepts for manufactured products.",
      "Present designs and reports to customers or design committees for approval and discuss need for modification.",
      "Research production specifications, costs, production materials, and manufacturing methods and provide cost estimates and itemized production requirements.",
      "Direct and coordinate the fabrication of models or samples and the drafting of working drawings and specification sheets from sketches.",
      "Investigate product characteristics such as the product's safety and handling qualities, its market appeal, how efficiently it can be produced, and ways of distributing, using, and maintaining it.",
      "Develop manufacturing procedures and monitor the manufacture of their designs in a factory to improve operations and product quality.",
      "Participate in new product planning or market research, including studying the potential need for new products."
    ],
    "technologies": [
      {
        "name": "Adobe After Effects",
        "category": "Video creation and editing software",
        "hot": true
      },
      {
        "name": "Adobe Creative Cloud software",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe Illustrator",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Adobe InDesign",
        "category": "Desktop publishing software",
        "hot": true
      },
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Apache Maven",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "Apple iOS",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Autodesk AutoCAD",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "Autodesk Revit",
        "category": "Computer aided design CAD software",
        "hot": true
      },
      {
        "name": "C",
        "category": "Development environment software",
        "hot": true
      },
      {
        "name": "C#",
        "category": "Object or component oriented development software",
        "hot": true
      },
      {
        "name": "C++",
        "category": "Object or component oriented development software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "96251",
    "onet_soc": "11-1011.03",
    "onet_title": "Chief Sustainability Officers",
    "match_score": 0.25,
    "tasks": [
      "Direct or coordinate an organization's financial or budget activities to fund operations, maximize investments, or increase efficiency.",
      "Confer with board members, organization officials, or staff members to discuss issues, coordinate activities, or resolve problems.",
      "Prepare budgets for approval, including those for funding or implementation of programs.",
      "Direct, plan, or implement policies, objectives, or activities of organizations or businesses to ensure continuing operations, to maximize returns on investments, or to increase productivity.",
      "Prepare or present reports concerning activities, expenses, budgets, government statutes or rulings, or other items affecting businesses or program services.",
      "Implement corrective action plans to solve organizational or departmental problems.",
      "Analyze operations to evaluate performance of a company or its staff in meeting objectives or to determine areas of potential cost reduction, program improvement, or policy change.",
      "Direct or coordinate activities of businesses or departments concerned with production, pricing, sales, or distribution of products.",
      "Direct human resources activities, including the approval of human resource plans or activities, the selection of directors or other high-level staff, or establishment or organization of major departments.",
      "Appoint department heads or managers and assign or delegate responsibilities to them."
    ],
    "technologies": [
      {
        "name": "Adobe Photoshop",
        "category": "Graphics or photo imaging software",
        "hot": true
      },
      {
        "name": "Atlassian JIRA",
        "category": "Content workflow software",
        "hot": true
      },
      {
        "name": "Extensible markup language XML",
        "category": "Enterprise application integration software",
        "hot": true
      },
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Intuit QuickBooks",
        "category": "Accounting software",
        "hot": true
      },
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Microsoft Project",
        "category": "Project management software",
        "hot": true
      },
      {
        "name": "Oracle PeopleSoft",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "PHP",
        "category": "Web platform development software",
        "hot": true
      },
      {
        "name": "Salesforce software",
        "category": "Customer relationship management CRM software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Structured query language SQL",
        "category": "Data base user interface and query software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "96213",
    "onet_soc": "39-6011.00",
    "onet_title": "Baggage Porters and Bellhops",
    "match_score": 0.17,
    "tasks": [
      "Receive and mark baggage by completing and attaching claim checks.",
      "Greet incoming guests and escort them to their rooms.",
      "Transport guests about premises and local areas, or arrange for transportation.",
      "Maintain clean lobbies or entrance areas for travelers or guests.",
      "Transfer luggage, trunks, and packages to and from rooms, loading areas, vehicles, or transportation terminals, by hand or using baggage carts.",
      "Supply guests or travelers with directions, travel information, and other information, such as available services and points of interest.",
      "Explain the operation of room features, such as locks, ventilation systems, and televisions.",
      "Assist travelers and guests with disabilities.",
      "Deliver messages and room service orders, and run errands for guests.",
      "Pick up and return items for laundry and valet service."
    ],
    "technologies": []
  },
  {
    "ssoc": "91161",
    "onet_soc": "39-9041.00",
    "onet_title": "Residential Advisors",
    "match_score": 0.25,
    "tasks": [
      "Communicate with other staff to resolve problems with individual students.",
      "Observe students to detect and report unusual behavior.",
      "Supervise, train, and evaluate residence hall staff, including resident assistants, participants in work-study programs, and other student workers.",
      "Provide emergency first aid and summon medical assistance when necessary.",
      "Make regular rounds to ensure that residents and areas are safe and secure.",
      "Mediate interpersonal problems between residents.",
      "Enforce rules and regulations to ensure the smooth and orderly operation of dormitory programs.",
      "Determine the need for facility maintenance and repair, and notify appropriate personnel.",
      "Collaborate with counselors to develop counseling programs that address the needs of individual students.",
      "Develop and coordinate educational programs for residents."
    ],
    "technologies": [
      {
        "name": "Budgeting software",
        "category": "Accounting software",
        "hot": false
      },
      {
        "name": "Survey software",
        "category": "Analytical or scientific software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      },
      {
        "name": "Website development software",
        "category": "Web page creation and editing software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "96255",
    "onet_soc": "39-3091.00",
    "onet_title": "Amusement and Recreation Attendants",
    "match_score": 0.33,
    "tasks": [
      "Sell tickets and collect fees from customers.",
      "Provide information about facilities, entertainment options, and rules and regulations.",
      "Keep informed of shut-down and emergency evacuation procedures.",
      "Direct patrons to rides, seats, or attractions.",
      "Monitor activities to ensure adherence to rules and safety procedures, or arrange for the removal of unruly patrons.",
      "Record details of attendance, sales, receipts, reservations, or repair activities.",
      "Maintain inventories of equipment, storing and retrieving items and assembling and disassembling equipment as necessary.",
      "Provide assistance to patrons entering or exiting amusement rides, boats, or ski lifts, or mounting or dismounting animals.",
      "Clean sporting equipment, vehicles, rides, booths, facilities, or grounds.",
      "Inspect equipment to detect wear and damage and perform minor repairs, adjustments, or maintenance tasks, such as oiling parts."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Adobe PageMaker",
        "category": "Desktop publishing software",
        "hot": false
      },
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Microsoft Internet Explorer",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "91152",
    "onet_soc": "53-7061.00",
    "onet_title": "Cleaners of Vehicles and Equipment",
    "match_score": 0.18,
    "tasks": [
      "Rinse objects and place them on drying racks or use cloth, squeegees, or air compressors to dry surfaces.",
      "Apply paints, dyes, polishes, reconditioners, waxes, or masking materials to vehicles to preserve, protect, or restore color or condition.",
      "Clean and polish vehicle windows.",
      "Drive vehicles to or from workshops or customers' workplaces or homes.",
      "Scrub, scrape, or spray machine parts, equipment, or vehicles, using scrapers, brushes, clothes, cleaners, disinfectants, insecticides, acid, abrasives, vacuums, or hoses.",
      "Inspect parts, equipment, or vehicles for cleanliness, damage, and compliance with standards or regulations.",
      "Mix cleaning solutions, abrasive compositions, or other compounds, according to formulas.",
      "Maintain inventories of supplies.",
      "Pre-soak or rinse machine parts, equipment, or vehicles by immersing objects in cleaning solutions or water, manually or using hoists.",
      "Turn valves or disconnect hoses to eliminate water, cleaning solutions, or vapors from machinery or tanks."
    ],
    "technologies": [
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Bella FSM Auto Detailing Service Software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Green Cloud KleanTRAC",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Inventory tracking software",
        "category": "Inventory management software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "94104",
    "onet_soc": "35-3041.00",
    "onet_title": "Food Servers, Nonrestaurant",
    "match_score": 0.17,
    "tasks": [
      "Place food servings on plates or trays according to orders or instructions.",
      "Clean or sterilize dishes, kitchen utensils, equipment, or facilities.",
      "Monitor food distribution, ensuring that meals are delivered to the correct recipients and that guidelines, such as those for special diets, are followed.",
      "Examine trays to ensure that they contain required items.",
      "Load trays with accessories, such as eating utensils, napkins, or condiments.",
      "Take food orders and relay orders to kitchens or serving counters so they can be filled.",
      "Monitor food preparation or serving techniques to ensure that proper procedures are followed.",
      "Remove trays and stack dishes for return to kitchen after meals are finished.",
      "Carry food, silverware, or linen on trays or use carts to carry trays.",
      "Record amounts and types of special food items served to customers."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      },
      {
        "name": "Microsoft Windows",
        "category": "Operating system software",
        "hot": true
      },
      {
        "name": "Capital Codeworks MenuMax",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "CBORD Nutrition Service Suite",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Picis CareSuite",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Point of sale POS software",
        "category": "Point of sale POS software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "92141",
    "onet_soc": "37-3013.00",
    "onet_title": "Tree Trimmers and Pruners",
    "match_score": 0.17,
    "tasks": [
      "Operate shredding and chipping equipment, and feed limbs and brush into the machines.",
      "Operate boom trucks, loaders, stump chippers, brush chippers, tractors, power saws, trucks, sprayers, and other equipment and tools.",
      "Cut away dead and excess branches from trees, or clear branches around power lines, using climbing equipment or buckets of extended truck booms, or chainsaws, hooks, handsaws, shears, and clippers.",
      "Clean, sharpen, and lubricate tools and equipment.",
      "Hoist tools and equipment to tree trimmers, and lower branches with ropes or block and tackle.",
      "Climb trees, using climbing hooks and belts, or climb ladders to gain access to work areas.",
      "Supervise others engaged in tree trimming work and train lower-level employees.",
      "Trim, top, and reshape trees to achieve attractive shapes or to remove low-hanging branches.",
      "Load debris and refuse onto trucks and haul it away for disposal.",
      "Inspect trees to determine if they have diseases or pest problems."
    ],
    "technologies": [
      {
        "name": "Facebook",
        "category": "Web page creation and editing software",
        "hot": true
      }
    ]
  },
  {
    "ssoc": "93335",
    "onet_soc": "39-3092.00",
    "onet_title": "Costume Attendants",
    "match_score": 0.25,
    "tasks": [
      "Create worksheets for dressing lists, show notes, or costume checks.",
      "Provide dressing assistance to cast members or assign cast dressers to assist specific cast members with costume changes.",
      "Arrange costumes in order of use to facilitate quick-change procedures for performances.",
      "Design or construct costumes or send them to tailors for construction, major repairs, or alterations.",
      "Examine costume fit on cast members and sketch or write notes for alterations.",
      "Distribute costumes or related equipment and keep records of item status.",
      "Check the appearance of costumes on stage or under lights to determine whether desired effects are being achieved.",
      "Clean and press costumes before and after performances and perform any minor repairs.",
      "Collaborate with production designers, costume designers, or other production staff to discuss and execute costume design details.",
      "Monitor, maintain, or secure inventories of costumes, wigs, or makeup, providing keys or access to assigned directors, costume designers, or wardrobe mistresses/masters."
    ],
    "technologies": [
      {
        "name": "Database software",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Garment tracking software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  },
  {
    "ssoc": "93334",
    "onet_soc": null,
    "onet_title": null,
    "match_score": 0,
    "tasks": [],
    "technologies": []
  },
  {
    "ssoc": "96112",
    "onet_soc": "53-1042.01",
    "onet_title": "Recycling Coordinators",
    "match_score": 0.25,
    "tasks": [
      "Maintain a safe working environment by monitoring safety procedures and equipment.",
      "Collaborate with workers and managers to solve work-related problems.",
      "Review work throughout the work process and at completion to ensure that it has been performed properly.",
      "Inform designated employees or departments of items loaded or problems encountered.",
      "Inspect equipment for wear and for conformance to specifications.",
      "Prepare and maintain work records and reports of information such as employee time and wages, daily receipts, or inspection results.",
      "Transmit and explain work orders to laborers.",
      "Plan work schedules and assign duties to maintain adequate staff for effective performance of activities and response to fluctuating workloads.",
      "Participate in the hiring process by reviewing credentials, conducting interviews, or making hiring decisions or recommendations.",
      "Estimate material, time, and staffing requirements for a given project, based on work orders, job specifications, and experience."
    ],
    "technologies": [
      {
        "name": "Microsoft Access",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "Oracle Database",
        "category": "Data base user interface and query software",
        "hot": true
      },
      {
        "name": "SAP software",
        "category": "Enterprise resource planning ERP software",
        "hot": true
      },
      {
        "name": "Enterprise resource planning ERP software",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Inventory control software",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Inventory management systems",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Operational databases",
        "category": "Data base user interface and query software",
        "hot": false
      },
      {
        "name": "Sage ERP Accpac",
        "category": "Enterprise resource planning ERP software",
        "hot": false
      },
      {
        "name": "Time and attendance software",
        "category": "Time accounting software",
        "hot": false
      },
      {
        "name": "Warehouse management system WMS",
        "category": "Inventory management software",
        "hot": false
      },
      {
        "name": "Web browser software",
        "category": "Internet browser software",
        "hot": false
      }
    ]
  }
]