46%
High RiskAssessor
Associate Professionals & Technicians · SGD 5,100/mo (13% above median)
Significant AI displacement pressure. high exposure with few human bottlenecks to slow adoption.
Score Breakdown
72% of tasks overlap with current AI
23% human advantage from judgment & presence
50% demand buffer from SG labour market
Exposure × (1 − Bottleneck) × Market Modifier. Band stability: watch. How this works
What AI Changes
Tasks AI can handle
Technical documentation, standard testing procedures, data logging, routine diagnostics, and equipment monitoring.
Where humans stay essential
Hands-on troubleshooting, interpreting non-standard test results, calibrating instruments, and bridging communication between engineers and operators.
This role balances structured execution. AI can partially support the more structured tasks, while the overall task structure anchors the human contribution.
Skills to focus on
Technical Proficiency
Applied technical skills that bridge theory and hands-on execution in real environments
Diagnostic Reasoning
Interpreting test results and instrument readings that fall outside normal parameters
Adaptability
Learning new tools, processes, and technologies as the technical landscape evolves
Cross-Team Communication
Translating between engineers, managers, and frontline workers in plain language
Market Context
Labour Market
StrongProfessionals, Managers, Executives & Technicians
Vacancy rate · 2025 Q3
Hiring
Recruitment exceeds resignation
1.8% recruit · 1.2% resign
Retrenchment
2.6 per 1,000 employees
Moderate
Re-employment
73% within 12 months
54.3% within 6 months
Cluster-level data, not occupation-specific · Source: Labour Market Report Q3 2025, MRSD, MOM
Outlook
12-Month Direction (Base Case)
Worsening
Displacement Pressure
Under Pressure
Augmentation Upside
At Risk
Demand Outlook
Watch
Wage Pressure
Watch
Rule-based directional forecast. Not a prediction — illustrative only.
Current trajectory continues
Displacement Pressure
Under Pressure
Augmentation Upside
At Risk
Demand Outlook
Watch
Wage Pressure
Watch
Assessor faces growing pressure under this scenario. AI capabilities overlap significantly with core tasks, and market buffers are limited.
Scenarios are illustrative, not predictive. They show how the outlook would shift under different assumptions.
Career Paths
Easier Switch
Appraiser/Valuer (excluding intangible asset valuer) 74%International market agent/representative (e.g. junket operator) 69%Safety and security consultant 69%Appraiser/Valuer (excluding intangible asset valuer)
easy transition · 74% match
International market agent/representative (e.g. junket operator)
moderate transition · 69% match
Safety and security consultant
moderate transition · 69% match
Sports coach
moderate transition · 69% match
Harbour pilot
moderate transition · 68% match
Air transport equipment project executive
moderate transition · 68% match
Air transport service supervisor
moderate transition · 68% match
Maintenance planner
moderate transition · 67% match
Evidence
Crosswalk: submajor_fallback · SSOC 33152
Raw Scores
AIOE 1.006 · θ 0.638 · C-AIOE 0.814
Stability
watch · Optimistic 39% (High) · Pessimistic 53% (Very High)
Confidence
67% · Crosswalk 0.60 · Market 0.65 · Fresh 0.75
Wage (SGD/mo)
25th 3,926 · Median 5,100 · 75th 6,777