Automation index
How much of a Dermatologist’s job can AI already do?
A photo of a lesion and a first differential come earlier. Biopsy, looking and saying it to the face do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Dermatologist
23%
AI can already do 23% of this job.
#293 / 633
View rankingDermatologist
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 |
|---|---|---|---|
Review photos, history and a first differential.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Clinic, dermoscopy and biopsy.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 12% | +2.4 |
Explain, treat and follow doubtful lesions.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Reports, prescriptions and pathology notes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Minor surgery, cryotherapy and dressings.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Diary, team and not missing a melanoma.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Clinic, dermoscopy and biopsy
- Explain, treat and follow doubtful lesions
- Reports, prescriptions and pathology notes
- Minor surgery, cryotherapy and dressings
- Diary, team and not missing a melanoma
- dermatologo
Sources for this job· O*NET 29-1213.00· ESCO/ISCO 2212
IS WORK OVER?
Panel beater
18%
#559 / 633
View rankingPanel beater
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 |
|---|---|---|---|
Assess, order parts and quote.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Pull, weld and set gaps.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Fill, sand and prep for paint.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
Client, insurer and deadlines.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Shop, benches and tools.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Not delivering a car that looks bent.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 18% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Assess, order parts and quote
- Pull, weld and set gaps
- Fill, sand and prep for paint
- Client, insurer and deadlines
- Shop, benches and tools
- Not delivering a car that looks bent
- chapista
- panel beater
- chapa y pintura
Sources for this job· O*NET 49-3021.00· ESCO/ISCO 7213