- Augmentation Potential
- 95/100
- AI Exposure Rank
- 70/100
- Current Demand
- strong
- Median Wage
- SGD 5,710
- Exposure band
- High
- Likely job pathway
- Augmentation-led growth
Occupations in the Augmentation-Led Pathway
Occupations assigned to the V8 augmentation-led-growth pathway, ranked by relative augmentation potential. The pathway requires strong current demand and does not guarantee growth.
- Augmentation Potential
- 90/100
- AI Exposure Rank
- 65/100
- Current Demand
- strong
- Median Wage
- SGD 4,261
- Exposure band
- High
- Likely job pathway
- Augmentation-led growth
- Augmentation Potential
- 89/100
- AI Exposure Rank
- 74/100
- Current Demand
- strong
- Median Wage
- SGD 8,514
- Exposure band
- High
- Likely job pathway
- Augmentation-led growth
- Augmentation Potential
- 88/100
- AI Exposure Rank
- 99/100
- Current Demand
- strong
- Median Wage
- SGD 9,047
- Exposure band
- Very High
- Likely job pathway
- Augmentation-led growth
- Augmentation Potential
- 86/100
- AI Exposure Rank
- 49/100
- Current Demand
- strong
- Median Wage
- SGD 10,779
- Exposure band
- Moderate
- Likely job pathway
- Augmentation-led growth
- Augmentation Potential
- 85/100
- AI Exposure Rank
- 55/100
- Current Demand
- strong
- Median Wage
- SGD 8,990
- Exposure band
- Moderate
- Likely job pathway
- Augmentation-led growth
- Augmentation Potential
- 85/100
- AI Exposure Rank
- 55/100
- Current Demand
- strong
- Median Wage
- SGD 6,706
- Exposure band
- Moderate
- Likely job pathway
- Augmentation-led growth
8 48/100
- Augmentation Potential
- 83/100
- AI Exposure Rank
- 48/100
- Current Demand
- strong
- Median Wage
- SGD 5,276
- Exposure band
- Moderate
- Likely job pathway
- Augmentation-led growth
- Augmentation Potential
- 80/100
- AI Exposure Rank
- 58/100
- Current Demand
- strong
- Median Wage
- SGD 5,833
- Exposure band
- Moderate
- Likely job pathway
- Augmentation-led growth
- Augmentation Potential
- 75/100
- AI Exposure Rank
- 48/100
- Current Demand
- strong
- Median Wage
- SGD 5,495
- Exposure band
- Moderate
- Likely job pathway
- Augmentation-led growth
- Augmentation Potential
- 75/100
- AI Exposure Rank
- 46/100
- Current Demand
- strong
- Median Wage
- SGD 6,637
- Exposure band
- Moderate
- Likely job pathway
- Augmentation-led growth
- Augmentation Potential
- 67/100
- AI Exposure Rank
- 59/100
- Current Demand
- strong
- Median Wage
- SGD 9,839
- Exposure band
- Moderate
- Likely job pathway
- Augmentation-led growth
- Augmentation Potential
- 67/100
- AI Exposure Rank
- 76/100
- Current Demand
- strong
- Median Wage
- SGD 8,000
- Exposure band
- High
- Likely job pathway
- Augmentation-led growth
- Augmentation Potential
- 64/100
- AI Exposure Rank
- 40/100
- Current Demand
- strong
- Median Wage
- SGD 4,915
- Exposure band
- Moderate
- Likely job pathway
- Augmentation-led growth
| # | Occupation | Augmentation Potential | AI Exposure Rank | Current Demand |
|---|---|---|---|---|
| 1 | Environmental engineer 21430 | 95/100 | 70/100 | strong |
| 2 | Food and drink technologist 21454 | 90/100 | 65/100 | strong |
| 3 | Advertising/Public relations manager 12221 | 89/100 | 74/100 | strong |
| 4 | Data scientist 21222 | 88/100 | 99/100 | strong |
| 5 | Software and applications manager 13302 | 86/100 | 49/100 | strong |
| 6 | Clinical research professional 21347 | 85/100 | 55/100 | strong |
| 7 | Pharmacologist 21341 | 85/100 | 55/100 | strong |
| 8 | Registered nurse and other nursing professional (e.g. clinical nurse, nurse educator, excluding enrolled nurse) 22200 | 83/100 | 48/100 | strong |
| 9 | Process engineer 21415 | 80/100 | 58/100 | strong |
| 10 | Clinical psychologist 26341 | 75/100 | 48/100 | strong |
| 11 | Minister of religion 26361 | 75/100 | 46/100 | strong |
| 12 | Health services manager 13420 | 67/100 | 59/100 | strong |
| 13 | Financial/Investment adviser (e.g. relationship manager) 24121 | 67/100 | 76/100 | strong |
| 14 | Medical social worker 26353 | 64/100 | 40/100 | strong |
V8 pathway rule: augmentation potential at least 60/100 and strong current demand. Learn more
Frequently asked questions
Which jobs benefit most from AI augmentation?
These occupations meet the V8 augmentation-led-growth pathway: augmentation potential is in an upper band and current demand is strong. The pathway is a rule-based interpretation, not a productivity or employment forecast.
What is augmentation in the AI Work Index?
Augmentation potential is a relative rank of the current augmentation signal. It indicates where AI may support work, but it does not quantify productivity gains or prove that displacement will not occur.