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

Intercultural mediator

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
Translate forms, appointments and what the paper says.
Estimate

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

16%40%+6.4
Go with them to the desk, the doctor and the school.
Estimate

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

18%12%+2.2
Mediate the cultural clash and the misunderstanding.
Estimate

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

16%28%+4.5
Reports, networks and reception resources.
Estimate

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

16%32%+5.1
The family, the child and what you cannot impose.
Estimate

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

18%18%+3.2
Trust, and not speaking over anyone.
Estimate

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

16%14%+2.2
Total100%24%

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

Skills and activities

  • intercultural mediation
  • accompany paperwork
  • translate procedures
  • cultural misunderstandings
  • reception
  • medical appointments
  • school and family
  • immigration resources

Sources for this job· O*NET 21-1012.00· ESCO/ISCO 2635

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