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?
Network technician
21%
#439 / 633
View rankingNetwork 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 |
|---|---|---|---|
Diagrams, inventory and standard configs.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 38% | +6.8 |
Tickets, remote diagnosis and logs.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Pulling, racking, crimping and labelling.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 12% | +2.6 |
Bring up links, VLANs and site Wi-Fi.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
On-call, outages and user care.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
Vendors, civil work and access.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 21% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Diagrams, inventory and standard configs
- Tickets, remote diagnosis and logs
- Pulling, racking, crimping and labelling
- Bring up links, VLANs and site Wi-Fi
- On-call, outages and user care
- Vendors, civil work and access
- tecnico de redes
- network technician
- cableador
- cisco
Sources for this job· O*NET 15-1241.00· ESCO/ISCO 3513