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

Tool and die maker

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
Read the die, clearances and the 3D drawing.
Estimate

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

16%40%+6.4
Machine, fit and try the tooling.
Estimate

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

18%18%+3.2
Mount in the press, shoot and correct.
Estimate

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

18%22%+4
EDM, polish and cavity finish.
Estimate

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

16%32%+5.1
Die maintenance and changeovers.
Estimate

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

16%28%+4.5
Die life and liability for the part.
Estimate

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

16%14%+2.2
Total100%25%

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

Skills and activities

  • make dies
  • fit tooling
  • run EDM
  • try out tooling
  • polish cavities
  • mount in the press
  • maintain moulds
  • correct clearances

Sources for this job· O*NET 51-4111.00· ESCO/ISCO 7222

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