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.
#339 / 763
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?
Firmware engineer
22%
#399 / 763
View rankingFirmware engineer
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 |
|---|---|---|---|
Image, the signature and the slot.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Flash, the batch and the one that bricks.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Rollback, the test and not skipping it.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Boot, the brick and the one that will not start.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The factory, the cadence and not jumping to a yes.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Flash without bricking, and not skipping rollback.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
- firmware images
- digital signature
- slots
- flash
- rollback
- boot
- factory batches
- not brick
Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2514