Automation index
How much of a Radiation oncologist’s job can AI already do?
Assisted contouring comes earlier. Setting the field and not burning healthy tissue do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Radiation oncologist
23%
AI can already do 23% of this job.
#311 / 633
View rankingRadiation oncologist
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 |
|---|---|---|---|
Contouring, fractions and the dose plan.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 48% | +7.7 |
Clinic, the tumour and what can be irradiated.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Simulation, immobilisation and the machine day.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Side effects, pauses and the patient who cannot take it.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Board, the surgeon and the medical oncologist.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Signing the plan and the dose that does not erase.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 23% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- contouring
- plan radiotherapy
- dosimetry
- RT simulation
- fractions
- tumour board
- radiation effects
- immobilise the patient
Sources for this job· O*NET 29-1224.00· ESCO/ISCO 2212
IS WORK OVER?
ICU nurse
20%
#452 / 633
View rankingICU nurse
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 |
|---|---|---|---|
Charts, pumps and the bed plan.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Lines, ventilator and the patient who crashes.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Hygiene, turning and preventing sores.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Family at the bed and the news.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
On-call, admissions and handover.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Catch the change and owning the bed.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- ICU care
- run the ventilator
- central lines
- chart vitals
- prevent sores
- ICU handover
- infusion pumps
- call the intensivist
Sources for this job· O*NET 29-1141.00· ESCO/ISCO 2221