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.
#316 / 643
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?
Telephony technician
22%
#404 / 643
View rankingTelephony technician
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 |
|---|---|---|---|
Pair, exchange and the line test.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Frame, drop and the wet joint.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Router, voice and the customer who cannot hear.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Lobby, the porter and the wrong cable.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The mass fault and who goes first.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That you can hear, and not leaving the joint open.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
- phone pairs
- line test
- joints
- voice drops
- frames
- routers
- mass faults
- the exchange
Sources for this job· O*NET 49-2022.00· ESCO/ISCO 7422