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?
SEM specialist
28%
#97 / 633
View rankingSEM specialist
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 |
|---|---|---|---|
Campaigns, keywords and Quality Score.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Landing, tracking and the conversion that misses.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
The client who wants more clicks for less.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Reports, copy and the ad A/B.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Legal, brands and the claim you cannot make.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Spend on buyers, and not inflating impressions.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- SEM campaigns
- keywords
- Quality Score
- landings
- conversion tracking
- ad A/B
- Google Ads
- media budget
Sources for this job· O*NET 13-1161.00· ESCO/ISCO 2431