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

Calibration 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.

TaskShareAIPoints
Standard, uncertainty and the certificate.
Estimate

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

16%40%+6.4
Instrument, the adjust and the one that will not go.
Estimate

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

18%14%+2.5
Field, the one that cannot move and the portable standard.
Estimate

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

16%28%+4.5
Lab, the temperature and not skipping the soak.
Estimate

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

16%22%+3.5
The client, the rush and not signing blind.
Estimate

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

18%18%+3.2
That it measures, and a true certificate.
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

  • standards
  • uncertainty
  • calibration certificates
  • adjust
  • instruments
  • thermal soak
  • metrology lab
  • the field

Sources for this job· O*NET 17-3028.00· ESCO/ISCO 3111

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