Structural pressure
22%
Moderate RiskLikely range
17–27%
Business valuer
Professionals · SGD 9,708/mo (116% above median)
This model suggests AI is more likely to enhance Business valuer than replace it. high exposure, but strong human bottlenecks mean AI augments rather than substitutes.
Why This Score
75% of tasks overlap with current AI
59% human advantage from judgment & presence
81% demand buffer from SG labour market
AI usage 11pp above theoretical exposure
Listed on SOL — active government demand recognition
These factors combine multiplicatively — larger bars do not mean proportionally larger contributions to the final score.
Exposure × (1 − Bottleneck) × Market Modifier. How this works
Tasks AI can handle
Report drafting, data compilation, meeting summarization, email triaging, and standard analytical tasks.
Where humans stay essential
Strategic decision-making, client relationship management, professional judgment in edge cases, cross-functional coordination, and ethical oversight.
Skills to focus on
Common tools in similar work
Derived from matched O*NET technology-skill profiles.
Singapore Reality
Current Singapore signal
Labour now, industry footprint, and a directional 12-month read.
The Professionals, Managers, Executives & Technicians labour market is weak. Vacancy rate is 3.1% and was essentially flat versus last quarter. recruitment is running above resignation (1.5% vs 0.9%). employer pressure is high.
Vacancy rate
3.1%
↓ 3.1% year-on-year
Hiring balance
1.5%
recruit vs 0.9% resign
Retrenchment
1.5 per 1,000
Low incidence
Professionals, Managers, Executives & Technicians data · Q4 2025 full
Top Industries
Where this work is concentrated
Public Administration & Education Services
111.0K
Financial & Insurance Services
97.0K
↓ cooling
Professional Services
80.1K
→ stable
Top 4 vacancy sector
Industry vacancy overlays use the latest published detailed cross-tab (2025 QQ), which can lag the main labour monitor.
12-Month Outlook
Rule-based, not a prediction
What To Do Next
Business valuer has some offset potential, but it depends on task redesign holding up in practice and on workers clearing the main switching frictions.
What helps
- A meaningful share of the work can likely be reorganized around AI rather than removed outright.
What could slow it down
- Employer-side pressure is still elevated in nearby functions.
Easier Switch
Commodities and freight derivatives broker 71%Foreign exchange broker 70%Foreign exchange dealer 70%Commodities and freight derivatives broker
easy transition · 71% match
Foreign exchange broker
easy transition · 70% match
Foreign exchange dealer
moderate transition · 70% match
Treasury manager
moderate transition · 69% match
Securities and finance broker
moderate transition · 69% match
Management consultant
moderate transition · 68% match
Trade broker
moderate transition · 66% match
Securities and finance dealer
moderate transition · 66% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 24122
SOL 2026: prefix match
Anthropic: +11pp vs theory
Raw Scores
AIOE 0.698 · θ 0.684 · C-AIOE 0.533
Stability
stable · Optimistic 17% (Moderate) · Pessimistic 27% (Moderate)
Confidence
84% · Crosswalk 1.00 · Market 0.75 · Fresh 0.84
Wage (SGD/mo)
25th 5,200 · Median 9,708 · 75th 16,560