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.
#359 / 633
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?
Software architect
24%
#258 / 633
View rankingSoftware architect
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 |
|---|---|---|---|
Diagrams, ADRs and proofs of concept.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Review PRs, APIs and boundaries.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Team, product and trade-offs.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 22% | +4 |
Big incidents and technical debt.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Security, cost and observability.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
Not designing a castle nobody can run.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 24% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- write code
- programming
- software development
- coding
- debug code
- building plans
- renders
- sign a project
- Diagrams, ADRs and proofs of concept
- Review PRs, APIs and boundaries
Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2511