IS WORK OVER?

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

Dermatologist

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.

TaskShareAIPoints
Review photos, history and a first differential.
Estimate

No public source provides a precise figure. This is our estimate.

16%40%+6.4
Clinic, dermoscopy and biopsy.
Estimate

No public source provides a precise figure. This is our estimate.

20%12%+2.4
Explain, treat and follow doubtful lesions.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Reports, prescriptions and pathology notes.
Estimate

No public source provides a precise figure. This is our estimate.

16%32%+5.1
Minor surgery, cryotherapy and dressings.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
Diary, team and not missing a melanoma.
Estimate

No public source provides a precise figure. This is our estimate.

16%14%+2.2
Total100%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

Nuclear medicine technologist

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.

TaskShareAIPoints
Dose, calibrate and the patient.
Estimate

No public source provides a precise figure. This is our estimate.

16%32%+5.1
Inject, the vein and the one who moves.
Estimate

No public source provides a precise figure. This is our estimate.

22%8%+1.8
Acquisition, the SPECT and the artefact.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Protection, the area and not contaminating.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
The nuclear physician, the image and not repeating extra.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
Inject, and not contaminating the rest.
Estimate

No public source provides a precise figure. This is our estimate.

14%12%+1.7
Total100%19%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • isotopes
  • calibrate doses
  • SPECT
  • radiopharmaceutical injection
  • radiation protection
  • contamination
  • acquisition
  • artefacts

Sources for this job· O*NET 29-2033.00· ESCO/ISCO 3211

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