Structural pressure
38%
High RiskLikely range
32–44%
Crewing executive (ship)
Associate Professionals & Technicians · SGD 4,377/mo (3% below median)
Crewing executive (ship) shows mixed AI signals: high exposure, but also strong human dependencies and organizational friction.
Why This Score
78% of tasks overlap with current AI
42% human advantage from judgment & presence
47% demand buffer from SG labour market
AI usage 0pp above theoretical exposure
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
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.
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 low.
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
73.5K
Wholesale & Retail Trade
64.4K
↓ cooling
Top 5 vacancy sector
Financial & Insurance Services
50.1K
↓ cooling
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
Crewing executive (ship) has some offset potential, but it depends on task redesign holding up in practice and on workers clearing the main switching frictions.
What could slow it down
- Current demand support is thin, so offsets may take longer to show up.
Easier Switch
Maintenance planner 68%Operations officer (except transport operations) 68%Air transport equipment project executive 67%Maintenance planner
moderate transition · 68% match
Operations officer (except transport operations)
moderate transition · 68% match
Air transport equipment project executive
moderate transition · 67% match
Sports coach
moderate transition · 67% match
Management executive
moderate transition · 67% match
International market agent/representative (e.g. junket operator)
moderate transition · 67% match
Safety and security consultant
moderate transition · 66% match
Real estate agent
moderate transition · 66% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 33493
Anthropic: +0pp vs theory
Raw Scores
AIOE 1.043 · θ 0.665 · C-AIOE 0.816
Stability
stable · Optimistic 32% (High) · Pessimistic 44% (High)
Confidence
86% · Crosswalk 0.97 · Market 0.65 · Fresh 0.80
Wage (SGD/mo)
25th 3,539 · Median 4,377 · 75th 6,167