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

Driving theory instructor

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
Topic, the test and the typical error.
Estimate

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

18%48%+8.6
Classroom, the one who skips and the one who copies.
Estimate

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

16%40%+6.4
The rule, the why and not reciting the article.
Estimate

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

16%22%+3.5
Exam, the nerves and not jumping to a pass.
Estimate

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

16%28%+4.5
The school, the rush and not selling the pass.
Estimate

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

18%14%+2.5
That they understand the rule, and not the crib.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • DGT tests
  • driving theory
  • typical errors
  • traffic rules
  • articles
  • theory exam
  • cribs
  • theory classroom

Sources for this job· O*NET 25-3021.00· ESCO/ISCO 2320

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