Automation index
How much of a Occupational physician’s job can AI already do?
A screening protocol comes earlier. Calling fit or not and facing the company do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Occupational physician
29%
AI can already do 29% of this job.
#65 / 653
View rankingOccupational physician
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Screenings, protocols and the work history.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Fit notes, restrictions and PPE.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
The hard case, the one who cannot, and the company pushing.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Risk surveillance, sick leave and return.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Inspectorate, mutual and coordination with H&S.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Medical secrecy and signing fit for work.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 29% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- occupational screening
- fit for work
- health surveillance
- work restrictions
- return to work
- occupational medicine
- work history
- medical secrecy
Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212
IS WORK OVER?
Geriatric aide
19%
#494 / 653
View rankingGeriatric aide
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Shift, the sheet and the diets.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Hygiene, the bed and the one who resists.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Transfer, the hoist and not hurting.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Eating, the choke and staying on it.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The family, the complaint and not arguing in the corridor.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Lift them, and not leaving them alone.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 19% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- bed hygiene
- hoist transfer
- choking
- care-home shifts
- pureed diets
- geriatric aide work
- repositioning
- being there
Sources for this job· O*NET 31-1131.00· ESCO/ISCO 5321