IS WORK OVER?

Automation index

How much of a Book restorer’s job can AI already do?

A paper diagnosis comes earlier. Treating without overworking the copy do not.

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

Task comparison

Book restorer

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
Diagnosis, paper and the proposal.
Estimate

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

16%40%+6.4
Clean, infill and the one that falls apart.
Estimate

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

18%14%+2.5
Sew, bind and the spine.
Estimate

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

16%28%+4.5
Box, climate and the store.
Estimate

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

16%22%+3.5
The owner, the copy and not leaving it new.
Estimate

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

18%18%+3.2
Not overworking the copy, and signing the treatment.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • paper
  • infill losses
  • sew sections
  • spines
  • conservation boxes
  • store climate
  • book diagnosis
  • not overwork

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

Tattoo artist

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
Sketches, stencils and portfolio.
Estimate

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

16%40%+6.4
Bookings, consent and written aftercare.
Estimate

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

14%28%+3.9
Tattoo: line, shade and pain.
Estimate

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

26%4%+1
Hygiene, sterilisation and waste.
Estimate

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

16%8%+1.3
Advise, cut the design and say no.
Estimate

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

14%12%+1.7
Shop brand and aftercare in person.
Estimate

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

14%14%+2
Total100%16%

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

Skills and activities

  • Sketches, stencils and portfolio
  • Bookings, consent and written aftercare
  • Tattoo: line, shade and pain
  • Hygiene, sterilisation and waste
  • Advise, cut the design and say no
  • Shop brand and aftercare in person
  • tatuador
  • tattoo
  • tatuaje

Sources for this job· O*NET 27-1019.00· ESCO/ISCO 5142

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