IS WORK OVER?

Automation index

How much of a Art conservator’s job can AI already do?

A photo and an analysis come earlier. The scalpel, and not loading the work, do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Art conservator

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
Survey, photos, analysis and the treatment proposal.
Estimate

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

16%40%+6.4
Cleaning, fill, inpainting and protection.
Estimate

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

22%8%+1.8
Reversibility, and not overworking the piece.
Estimate

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

16%22%+3.5
Report, dossier and the owner’s or museum’s yes.
Estimate

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

16%28%+4.5
Transport, climate and the piece’s setting.
Estimate

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

16%18%+2.9
Ethics and liability for what is touched.
Estimate

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

14%12%+1.7
Total100%21%

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

Skills and activities

  • conserve art
  • clean paint
  • inpainting
  • fills
  • treatment report
  • reversibility
  • analyse the work
  • not overworking the piece

Sources for this job· O*NET 25-4013.00· ESCO/ISCO 2621

Hairdresser

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
Diary, client cards and salon social posts.
Estimate

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

16%28%+4.5
Advise cut and colour from references.
Estimate

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

14%22%+3.1
Cut, style and finish in the chair.
Estimate

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

24%6%+1.4
Colour, highlights and treatments.
Estimate

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

18%8%+1.4
Hygiene, sterilisation and till.
Estimate

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

14%10%+1.4
Care, retention and handling complaints.
Estimate

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

14%12%+1.7
Total100%14%

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

Skills and activities

  • cut hair
  • colour hair
  • haircut
  • barbering
  • Diary, client cards and salon social posts
  • Advise cut and colour from references
  • Cut, style and finish in the chair
  • Colour, highlights and treatments
  • Hygiene, sterilisation and till
  • Care, retention and handling complaints

Sources for this job· O*NET 39-5012.00· ESCO/ISCO 5141

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