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?
Window dresser
20%
#453 / 633
View rankingWindow dresser
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 |
|---|---|---|---|
Plans, moodboards and a first digital mock-up.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Build, light and dress the window.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 12% | +2.4 |
Brand, shop and trading calendar.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Mannequins, props and strike.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Rules, safety and street hours.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
Not leaving a window nobody gets.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Build, light and dress the window
- Brand, shop and trading calendar
- Mannequins, props and strike
- Rules, safety and street hours
- Not leaving a window nobody gets
- escaparatista
- visual merchandiser
- window dresser
Sources for this job· O*NET 27-1026.00· ESCO/ISCO 3432