AI Work Index

How will AI affect your job?

Search any Singapore occupation or modern role

562 occupations 80 roles 132 high+ risk 50% avg exposure 80 in demand SGD 4.5K median

Occupation Map

Size = employment · Colour = risk

Click a group to explore its occupations.

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Lower AI Risk
Higher AI Risk

Score Distribution

Risk by Wage

Exposure vs Human Skills

Each dot = one occupation · 4 quadrants

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Highest Risk

All →
1 Enumerator/Market research interviewer 77%2 Statistical clerk 77%3 Clearing and forwarding agent 74%4 Shipping agent/Boarding officer 73%5 Typist and word processing operator 70%

Most Resilient

All →
1 General dental practitioner 0%2 Massage therapist 0%3 Veterinarian 0%4 Traditional Chinese medicine… 0%5 Flying instructor 0%

Augmented

All →
1 Administration manager Moderate2 Audit manager Moderate3 Budgeting and financial accounting… Moderate4 Business and financial project… Moderate5 Business consultant Moderate

In Demand

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1 Software developer SGD 9K2 Fund/Portfolio manager SGD 12K3 Marine superintendent SGD 10K4 Financial product structurer SGD 12K5 Cloud specialist SGD 10K
More: All RankingsCompareMethodology

Structural AI exposure scores, not employment predictions. Methodology

V3.1 · 2024 wages · Q3 2025 full + Q4 2025 advance labour data · 562 occupations · 80 roles

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