Automation index
How much of a Oncologist’s job can AI already do?
A tumour board and a protocol come earlier. Saying a prognosis and holding the treatment do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Oncologist
22%
AI can already do 22% of this job.
#368 / 643
View rankingOncologist
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 |
|---|---|---|---|
Read pathology, imaging and regimen protocols.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Clinic, bad news and ceiling-of-care decisions.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Prescribe, watch toxicity and adjust cycles.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 12% | +2.2 |
Reports, consents and tumour board.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Coordinate surgery, radio and palliative care.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
On-call, team and not abandoning the patient.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Reports, consents and tumour board
- oncologo
- oncologist
Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212
IS WORK OVER?
Food technologist
22%
#406 / 643
View rankingFood technologist
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 |
|---|---|---|---|
Recipe, process and shelf life.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Plant, the batch and the one that will not set.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
HACCP, labelling and not lying.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Taste, marketing and not disguising.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The supplier, the ingredient and not swapping blind.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Safe, and tasting like food.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- industrial recipes
- shelf life
- HACCP
- labelling
- taste
- plant batches
- ingredients
- food process
Sources for this job· O*NET 19-1012.00· ESCO/ISCO 2145