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AI Work Index

Headline risk

58%

Very High Risk

Data Architect

United States3 occupations blended

AI displacement pressure score based on US employment data, wages, and demand signals. Built from 3 related occupations weighted by relevance.

Median wage: USD 104,62078 currentConfidence medium

Why this score

Exposure 87%

Share of tasks AI can handle today

Bottleneck 21%

Work that requires human presence or coordination

Demand resilience 17%

How strong local hiring demand is for this role

Confidence 57%

How complete the underlying data is

Workflow profile

How this role's daily work breaks down across different dimensions.

CreativeAmbiguityInstitutionalRelationshipsRegulatoryPhysicalCoordinationTool Speed

Workflow dimensions (0 = low, 1 = high)

US employment data

Employment overview

AI task overlap 91%

Share of job tasks AI can currently perform

Median wage USD 104,620

Annual median wage

Demand outlook -1%

Projected employment change 2024–2034

Preparation Zone 4/5

Education and training typically needed

Data coverage
11/11 sources available Last updated: O*NET 30.2 / OEWS 2024 / ORS 2025 / OOH 2025-08-28 / Projections 2024-34 / CPS 2025 / Anthropic task penetration

Key metrics

Job zone

4

The occupation usually needs substantial preparation and experience.

Median wage

USD 104,620

USD 76,100 to USD 132,850

Openings

3.8K

-0.7% projected change

Median age

44.1

148K employed

What this job involves

Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases.

Entry requirements: Moderate preparation

The occupation usually needs substantial preparation and experience.

Wage context

Median annual

USD 104,620

Mean annual

USD 107,440

10th percentile: USD 56,820

25th percentile: USD 76,100

75th percentile: USD 132,850

90th percentile: USD 160,890

Hourly median: USD 50

Employment: 73,180 workers

Demand outlook

Current employment

78.0K

Projected employment

77.5K

Openings: 3.8K

Projected change: -0.7%

Education: Bachelor's degree

On-the-job training: None

Median wage: USD 104,620

Overall employment of database administrators and architects is projected to grow 4 percent from 2024 to 2034, about as fast as the average for all occupations.

Workforce profile

Based on a survey of workers currently in this occupation.

Protects from AI displacement

  • Can telework 52.2% of workers
  • License required 18.4% of workers

Typical background

  • Certificate <5% of workers
  • High school diploma 27.2% of workers
  • Master's degree <5% of workers
  • Bachelor's degree 64.2% of workers
  • Associate's degree 7.9% of workers
  • On-the-job training 45.49% of workers

Day-to-day work

Computers and information technologyDetail orientedProblem solving and decision making

Database administrators and architects create or organize systems to store and secure data.

Many database administrators and architects work in firms that provide computer design services or in industries that have large databases, such educational institutions and insurance companies. Most database administrators and architects work full time.

Database administrators and architects typically need a bachelor&rsquo;s degree in computer and information technology or a related field.

Key tasks

  • 1. Modify existing databases and database management systems or direct programmers and analysts to make changes. · AI can do 89%
  • 2. Test changes to database applications or systems. · AI can do 0%
  • 3. Test programs or databases, correct errors, and make necessary modifications. · AI can do 98%
  • 4. Provide technical support to junior staff or clients. · AI can do 74%
  • 5. Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases. · AI can do 0%
  • 6. Specify users and user access levels for each segment of database. · AI can do 86%

Tools commonly used

Amazon Redshift · trendingAmazon Web Services AWS software · trendingApache Airflow · trendingApache Hadoop · trendingApache Kafka · trendingApache Spark · trending

Work environment

  • E-Mail 4.9/5
  • Indoors, Environmentally Controlled 4.8/5
  • Telephone Conversations 4.6/5
  • Work With or Contribute to a Work Group or Team 4.6/5
  • Freedom to Make Decisions 4.5/5
  • Importance of Being Exact or Accurate 4.3/5

Who does this work

Median age: 44.1

148K employed · Under 25: 1% · 25–54: 74% · 55+: 26%

Data sources: O*NET 30.2 / OEWS 2024 / ORS 2025 / OOH 2025-08-28 / Projections 2024-34 / CPS 2025 / Anthropic task penetration

Component occupations

Database administrators

15-1242 · 40% weight

Open

Database architect

Support bundle: Moderate preparation

Database administrators

15-1242 · 30% weight

Open

Database administrator

Support bundle: Moderate preparation

Mathematical science teachers, postsecondary

25-1022 · 30% weight

Open

Enterprise/Solution architect

Support bundle: Extensive preparation

How this score works

The score measures how much this role's tasks overlap with current AI capabilities, adjusted for human-only requirements and local job market demand. This is a structural pressure estimate, not a prediction of job losses. Learn how scores work →