- AI Exposure Rank
- 99/100
- Substitution Pressure
- 79/100
- Demand Signal
- SOL
- Median Wage
- SGD 9,047
- Exposure band
- Very High
- Likely job pathway
- Augmentation-led growth
High Exposure + In Demand
Occupations in the upper two AI Exposure Rank bands that also have strong current demand in the official-derived V8 labour-market context. Demand is separate and does not lower the exposure rank.
AI exposure among occupations currently in demand
15 unique occupations · V8 AI Exposure Rank, 60–100
SOL Jobs in Demand Both
13
SOL matches
5
Jobs in Demand
3
On both lists
60708090100
Rank
Data scientist 99
99 , Very High, Shortage Occupation List
Auditor (accounting) 98
98 , Very High, Shortage Occupation List and Jobs in Demand
Applications/Systems programmer 93
93 , Very High, Shortage Occupation List
Software developer 89
89 , Very High, Shortage Occupation List and Jobs in Demand
Web and mobile applications developer 89
89 , Very High, Shortage Occupation List and Jobs in Demand
Cyber risk specialist 86
86 , Very High, Shortage Occupation List
Cybersecurity architect 86
86 , Very High, Shortage Occupation List
Network, servers and computer systems administrator 80
80 , Very High, Jobs in Demand
Financial/Investment adviser (e.g. relationship manager) 76
76 , High, Shortage Occupation List
Advertising/Public relations manager 74
74 , High, Jobs in Demand
Cloud specialist 73
73 , High, Shortage Occupation List
Environmental engineer 70
70 , High, Shortage Occupation List
Food and drink technologist 65
65 , High, Shortage Occupation List
Electronics engineer 64
64 , High, Shortage Occupation List
Instrumentation engineer 64
64 , High, Shortage Occupation List
- AI Exposure Rank
- 98/100
- Substitution Pressure
- 92/100
- Demand Signal
- SOL + JiD
- Median Wage
- SGD 5,575
- Exposure band
- Very High
- Likely job pathway
- Demand-buffered redesign
- AI Exposure Rank
- 93/100
- Substitution Pressure
- 94/100
- Demand Signal
- SOL
- Median Wage
- SGD 6,500
- Exposure band
- Very High
- Likely job pathway
- Demand-buffered redesign
- AI Exposure Rank
- 89/100
- Substitution Pressure
- 98/100
- Demand Signal
- SOL + JiD
- Median Wage
- SGD 8,888
- Exposure band
- Very High
- Likely job pathway
- Demand-buffered redesign
- AI Exposure Rank
- 89/100
- Substitution Pressure
- 98/100
- Demand Signal
- SOL + JiD
- Median Wage
- SGD 7,000
- Exposure band
- Very High
- Likely job pathway
- Demand-buffered redesign
- AI Exposure Rank
- 86/100
- Substitution Pressure
- 90/100
- Demand Signal
- SOL
- Median Wage
- SGD 10,071
- Exposure band
- Very High
- Likely job pathway
- Demand-buffered redesign
- AI Exposure Rank
- 86/100
- Substitution Pressure
- 90/100
- Demand Signal
- SOL
- Median Wage
- SGD 7,826
- Exposure band
- Very High
- Likely job pathway
- Demand-buffered redesign
- AI Exposure Rank
- 80/100
- Substitution Pressure
- 92/100
- Demand Signal
- JiD
- Median Wage
- SGD 4,765
- Exposure band
- Very High
- Likely job pathway
- Demand-buffered redesign
- AI Exposure Rank
- 76/100
- Substitution Pressure
- 77/100
- Demand Signal
- SOL
- Median Wage
- SGD 8,000
- Exposure band
- High
- Likely job pathway
- Augmentation-led growth
- AI Exposure Rank
- 74/100
- Substitution Pressure
- 56/100
- Demand Signal
- JiD
- Median Wage
- SGD 8,514
- Exposure band
- High
- Likely job pathway
- Augmentation-led growth
- AI Exposure Rank
- 73/100
- Substitution Pressure
- 82/100
- Demand Signal
- SOL
- Median Wage
- SGD 9,583
- Exposure band
- High
- Likely job pathway
- Demand-buffered redesign
- AI Exposure Rank
- 70/100
- Substitution Pressure
- 38/100
- Demand Signal
- SOL
- Median Wage
- SGD 5,710
- Exposure band
- High
- Likely job pathway
- Augmentation-led growth
- AI Exposure Rank
- 65/100
- Substitution Pressure
- 38/100
- Demand Signal
- SOL
- Median Wage
- SGD 4,261
- Exposure band
- High
- Likely job pathway
- Augmentation-led growth
- AI Exposure Rank
- 64/100
- Substitution Pressure
- 75/100
- Demand Signal
- SOL
- Median Wage
- SGD 7,861
- Exposure band
- High
- Likely job pathway
- Demand-buffered redesign
- AI Exposure Rank
- 64/100
- Substitution Pressure
- 75/100
- Demand Signal
- SOL
- Median Wage
- SGD 6,945
- Exposure band
- High
- Likely job pathway
- Demand-buffered redesign
| # | Occupation | AI Exposure Rank | Substitution Pressure | Demand Signal |
|---|---|---|---|---|
| 1 | Data scientist 21222 | 99/100 | 79/100 | SOL |
| 2 | Auditor (accounting) 24112 | 98/100 | 92/100 | SOL + JiD |
| 3 | Applications/Systems programmer 25140 | 93/100 | 94/100 | SOL |
| 4 | Software developer 25121 | 89/100 | 98/100 | SOL + JiD |
| 5 | Web and mobile applications developer 25122 | 89/100 | 98/100 | SOL + JiD |
| 6 | Cyber risk specialist 25241 | 86/100 | 90/100 | SOL |
| 7 | Cybersecurity architect 25245 | 86/100 | 90/100 | SOL |
| 8 | Network, servers and computer systems administrator 25220 | 80/100 | 92/100 | JiD |
| 9 | Financial/Investment adviser (e.g. relationship manager) 24121 | 76/100 | 77/100 | SOL |
| 10 | Advertising/Public relations manager 12221 | 74/100 | 56/100 | JiD |
| 11 | Cloud specialist 25231 | 73/100 | 82/100 | SOL |
| 12 | Environmental engineer 21430 | 70/100 | 38/100 | SOL |
| 13 | Food and drink technologist 21454 | 65/100 | 38/100 | SOL |
| 14 | Electronics engineer 21521 | 64/100 | 75/100 | SOL |
| 15 | Instrumentation engineer 21525 | 64/100 | 75/100 | SOL |
SOL = Shortage Occupation List 2026. JiD = Jobs in Demand (MOM 2025). Learn more
Frequently asked questions
Can a job be high AI exposure but still in demand?
Yes. Some occupations have higher AI exposure but remain on the Shortage Occupation List or Jobs in Demand list. Demand can support employment while AI changes workflows.
Why are some AI-exposed jobs still hiring?
Demand signals like shortage lists reflect current labor market needs. An occupation can have high theoretical AI exposure while still experiencing talent shortages.