1%
Very Low RiskUnderwater diver
Craftsmen & Related Trades Workers · SGD 4,030/mo (10% below median)
AI is unlikely to significantly disrupt this role. low exposure — limited overlap with core tasks.
Score Breakdown
10% of tasks overlap with current AI
83% human advantage from judgment & presence
33% demand buffer from SG labour market
AI usage 6pp above theoretical exposure
Exposure × (1 − Bottleneck) × Market Modifier. How this works
What AI Changes
Tasks AI can handle
Predictive maintenance scheduling, safety checklist automation, inventory management, and remote monitoring via sensors.
Where humans stay essential
Physical dexterity on job sites, real-time environmental adaptation, operating heavy equipment safely, and handling unexpected on-site conditions.
This role balances structured execution. AI can augment the more structured tasks, while the overall task structure anchors the human contribution.
Skills to focus on
Hands-On Expertise
Physical skills, spatial awareness, and motor coordination that no software can replicate
On-Site Problem Solving
Diagnosing and fixing issues in unpredictable real-world environments
Safety Protocols
Preventing accidents through situational awareness, training, and strict procedural discipline
Equipment Proficiency
Operating, maintaining, and troubleshooting specialized tools and machinery
Market Context
Labour Market
StrongProduction & Transport Operators, Cleaners & Labourers
Vacancy rate · 2025 Q3
Hiring
Recruitment exceeds resignation
2.1% recruit · 1.3% resign
Retrenchment
0.3 per 1,000 employees
Low
Re-employment
82.6% within 12 months
67.6% within 6 months
Cluster-level data, not occupation-specific · Source: Labour Market Report Q3 2025, MRSD, MOM
Outlook
12-Month Direction (Base Case)
Stable
Displacement Pressure
Resilient
Augmentation Upside
At Risk
Demand Outlook
Under Pressure
Wage Pressure
Watch
Rule-based directional forecast. Not a prediction — illustrative only.
Current trajectory continues
Displacement Pressure
Resilient
Augmentation Upside
At Risk
Demand Outlook
Under Pressure
Wage Pressure
Watch
Underwater diver appears resilient under this scenario. Strong human bottlenecks and/or market demand provide substantial buffer against AI displacement.
Scenarios are illustrative, not predictive. They show how the outlook would shift under different assumptions.
Career Paths
Easier Switch
Supervisor/General foreman (food processing, woodworking, garment, leather and related trades) 55%Stationary plant and machine supervisor/general foreman
moderate transition · 55% match
Metal heat treating plant operator
moderate transition · 55% match
Supervisor/General foreman of assemblers and quality checkers
moderate transition · 55% match
Supervisor/General foreman (food processing, woodworking, garment, leather and related trades)
moderate transition · 55% match
Crane/Hoist operator (excluding port)
moderate transition · 55% match
Bus driver
moderate transition · 54% match
Mechanical products quality checker and tester
moderate transition · 54% match
Supervisor/General foreman (metal, machinery and related trades)
moderate transition · 53% match
Evidence
Crosswalk: direct · SSOC 75410
Anthropic: +6pp vs theory
Raw Scores
AIOE -1.031 · θ 0.726 · C-AIOE -0.744
Stability
stable · Optimistic 0% (Very Low) · Pessimistic 3% (Very Low)
Confidence
83% · Crosswalk 1.00 · Market 0.65 · Fresh 0.85
Wage (SGD/mo)
25th 3,320 · Median 4,030 · 75th 5,975