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AI Work Index

Supervisor/General foreman (building and related trades)

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AI Exposure Rank

40/100

Moderate

Range 30–48/100 across source-weight sensitivity checks

Supervisor/General foreman (building and related trades) has an AI Exposure Rank of 40/100, meaning its work is more exposed to current AI capabilities than approximately 40% of Singapore occupations. The evidence currently points to workflow redesign; this is a relative rank, not a probability of job loss.

Workflow redesignClassification uncertain

Craftsmen & Related Trades Workers·SGD 3,480/mo (2,000–4,800)·~2.9K workers in SG·Updated 2026-06-11

Relative AI exposure, not a prediction of job loss. Hiring, wages and role design depend on many forces this rank does not forecast.

Wage 7% above group median Exposure 27pp above group median #4 of 33 in Craftsmen & Related Trades Workers →
01

Why This Score

The evidence behind this occupation's AI exposure, with human-work and demand context shown separately. How this works

Tasks AI can handle

With 39% AI task overlap (based on Felten AIOE, Anthropic Economic Index, and Eloundou GPT exposure), the Supervisor/General foreman (building and related trades) tasks most exposed include: predictive maintenance scheduling, safety checklist automation, inventory management, and remote monitoring via sensors.

What AI can't do here

At 95% human bottleneck protection, the tasks that remain hardest to automate for Supervisor/General foreman (building and related trades) include: physical dexterity on job sites, real-time environmental adaptation, operating heavy equipment safely, and handling unexpected on-site conditions.

Main insulation channels: Accountability for others + Non-routine work — the work-context dimensions behind this occupation's human bottleneck.

Skills to focus on

Hands-On ExpertiseOn-Site Problem SolvingSafety ProtocolsEquipment Proficiency

Sources: Felten AIOE (2021), Anthropic Economic Index (2026), Eloundou GPT Exposure (Science, 2024), Pizzinelli et al. bottleneck model. Full methodology.

02

Singapore Now

Current labour market conditions and how they affect this role.

Still healthy locally. Hiring remains positive and retrenchment stays low, even if demand is not accelerating.

Vacancy

2.8%

↑ 16.7% YoY

Hiring

2.4%

vs 1.5% resign

Retrenchment

1.5

per 1,000 · low

Re-entry

78.1%

find work in 12mo· -4.5pp

Production & Transport Operators, Cleaners & Labourers · 2025 Q4

Top Industries

Wholesale & Retail Trade
17%
Other Community, Social & Personal Services
7%
Administrative & Support Services
5%

Industry vacancy overlays use the latest published detailed cross-tab, which can lag the main labour monitor.

03

What You Can Do

Supervisor/General foreman (building and related trades) has some offset potential, but it depends on transition pathways holding up in practice and on workers clearing the main switching frictions.

Related roles you could transition to

Exposure-reducing

Higher AI exposure, but comparatively credible exposure-reducing moves exist — the strongest scores 69% match. Escape-route quality and labour demand matter alongside exposure.

See how this compares to similar occupations

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Frequently asked questions

Will AI replace Supervisor/General foreman (building and related trades)?

Supervisor/General foreman (building and related trades) has an AI Exposure Rank of 40/100, meaning its work is more exposed to current AI capabilities than approximately 40% of Singapore occupations. The evidence currently points to workflow redesign; this is a relative rank, not a probability of job loss. AI Exposure Rank: 40/100 (Moderate). Median wage: SGD 3,480/month.

What is the AI exposure rank for Supervisor/General foreman (building and related trades)?

Supervisor/General foreman (building and related trades) has an AI Exposure Rank of 40/100, rated Moderate. It ranks higher than approximately 40% of Singapore occupations for exposure to current AI capabilities; it is not a job-loss probability.

What career transitions are available for Supervisor/General foreman (building and related trades)?

Supervisor/General foreman (building and related trades) has modeled transition pathways to related occupations. The strongest adjacent pathway is Excavating/Trench digging machine operator, based on skill and wage similarity (model-estimated). Transition scoring accounts for wage preservation, training ease, and destination quality.

How does Supervisor/General foreman (building and related trades) salary compare in the live market?

Supervisor/General foreman (building and related trades) earns a median gross wage of SGD 3,480/month in the live market (25th-75th percentile: SGD 2,000-4,800). This is 23% below median across all 562 scored occupations, and 7% above group median within Craftsmen & Related Trades Workers occupations.