2%
Very Low RiskBuilding maintenance worker
Craftsmen & Related Trades Workers · SGD 3,245/mo (28% below median)
AI is unlikely to significantly disrupt this role. low exposure — limited overlap with core tasks.
Score Breakdown
11% of tasks overlap with current AI
76% human advantage from judgment & presence
32% demand buffer from SG labour market
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
Building maintenance worker 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 (building and related trades) 59%Air-conditioning/Refrigeration equipment mechanic 57%Carpenter 56%Supervisor/General foreman (building and related trades)
moderate transition · 59% match
Air-conditioning/Refrigeration equipment mechanic
moderate transition · 57% match
Carpenter
moderate transition · 56% match
Stationary plant and machine supervisor/general foreman
moderate transition · 55% match
Metal heat treating plant operator
moderate transition · 55% match
Bus driver
moderate transition · 55% match
Supervisor/General foreman of assemblers and quality checkers
moderate transition · 55% match
Crane/Hoist operator (excluding port)
moderate transition · 55% match
Evidence
Crosswalk: direct · SSOC 71331
Raw Scores
AIOE -0.873 · θ 0.715 · C-AIOE -0.639
Stability
stable · Optimistic 1% (Very Low) · Pessimistic 4% (Very Low)
Confidence
80% · Crosswalk 1.00 · Market 0.65 · Fresh 0.75
Wage (SGD/mo)
25th 2,438 · Median 3,245 · 75th 4,461