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AI Work Index

AI-Augmented Occupations

High AI exposure but strong human bottlenecks — AI augments rather than replaces. Occupations ranked by augmentation potential.

# Occupation AugmentationExposureBottleneckMedian Wage Risk Impact
1 Managing director/Chief executive officer 11201 42.2%63%94%SGD 13,000 Very Low Augmented
2 Company director 11202 39.6%63%94%SGD 11,000 Very Low Augmented
3 Chief operating officer/General Manager 11203 37.1%63%94%SGD 12,750 Very Low Augmented
4 Information technology trainer (extracurriculum) 36203 36.8%90%70%SGD 6,119 Moderate Augmented
5 Regional sales manager 12213 35.3%77%73%SGD 11,000 Low Augmented
6 Editor (news and periodicals) 26422 35.1%83%69%SGD 10,800 Moderate Augmented
7 Environmental officer (public health) 22632 33.8%68%82%SGD 8,752 Low Augmented
8 Human resource consultant (excluding executive search consultant) 24231 33.7%84%64%SGD 8,800 Moderate Augmented
9 Budgeting and financial accounting manager (including financial controller) 12111 33.6%79%72%SGD 9,203 Low Augmented
10 Private tutor (academic) 36910 33.0%90%70%SGD 4,250 Moderate Augmented
11 Audit manager 12113 32.3%79%72%SGD 10,041 Moderate Augmented
12 Merchandising/Category manager 12214 31.9%77%73%SGD 8,746 Low Augmented
13 Transport/Technical operations manager (except port/shipping operations) 13243 31.7%65%84%SGD 7,679 Low Augmented
14 Postal service manager 13244 31.6%65%84%SGD 7,910 Low Augmented
15 Business development manager 12212 31.2%77%73%SGD 8,669 Low Augmented
16 Manufacturing manager 13210 30.5%63%95%SGD 8,571 Very Low Augmented
17 Clinical research professional 21347 30.5%55%83%SGD 8,990 Low Augmented
18 Nutritionist 22652 30.4%77%82%SGD 4,684 Low Augmented
19 Quality control/assurance manager 13292 29.9%59%86%SGD 9,100 Low Augmented
20 In-house legal counsel (except judiciary, ministries and statutory boards) 26112 29.9%68%75%SGD 17,972 Low Augmented
21 Management consultant 24211 29.8%76%58%SGD 10,799 Moderate Augmented
22 Chief information officer/Chief technology officer/Chief security officer 13301 29.6%48%96%SGD 15,258 Very Low Augmented
23 Online sales channel manager 12215 29.4%77%73%SGD 7,614 Low Augmented
24 Procurement/Purchasing manager 13242 29.4%65%84%SGD 8,367 Low Augmented
25 Construction manager 13230 29.3%59%95%SGD 7,600 Very Low Augmented

Augmented = net_risk < 0.25 AND augmentation ≥ 0.12. Learn more