16%
Moderate RiskReal estate agent
Associate Professionals & Technicians · SGD 3,800/mo (16% below median)
AI is likely to enhance this role, not replace it. high exposure, but strong human bottlenecks mean AI augments rather than substitutes.
Score Breakdown
76% of tasks overlap with current AI
75% human advantage from judgment & presence
48% demand buffer from SG labour market
AI usage 13pp above theoretical exposure
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
Watch
Augmentation Upside
At Risk
Demand Outlook
Watch
Wage Pressure
Watch
Rule-based directional forecast. Not a prediction — illustrative only.
Current trajectory continues
Displacement Pressure
Watch
Augmentation Upside
At Risk
Demand Outlook
Watch
Wage Pressure
Watch
Real estate agent should be monitored. While not facing immediate pressure, shifts in AI capability or employer strategy could change the picture.
Scenarios are illustrative, not predictive. They show how the outlook would shift under different assumptions.
Career Paths
Easier Switch
International market agent/representative (e.g. junket operator) 68%Safety and security consultant 68%Employment agent/Labour contractor 66%International market agent/representative (e.g. junket operator)
moderate transition · 68% match
Safety and security consultant
moderate transition · 68% match
Employment agent/Labour contractor
moderate transition · 66% match
Shipping agent/Boarding officer
moderate transition · 64% match
Appraiser/Valuer (excluding intangible asset valuer)
moderate transition · 63% match
Exhibition/Conference/Event planner (including wedding planner/coordinator)
moderate transition · 63% match
Clearing and forwarding agent
moderate transition · 63% match
Maintenance planner
moderate transition · 63% match
Evidence
Crosswalk: direct · SSOC 33340
Anthropic: +13pp vs theory
Raw Scores
AIOE 1.007 · θ 0.709 · C-AIOE 0.744
Stability
watch · Optimistic 11% (Low) · Pessimistic 20% (Moderate)
Confidence
72% · Crosswalk 0.65 · Market 0.65 · Fresh 0.85
Wage (SGD/mo)
25th 2,966 · Median 3,800 · 75th 6,109