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

Interior designer

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
Moodboards, renders and a first plan.
Estimate

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

20%48%+9.6
Budget, lines and orders.
Estimate

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

16%38%+6.1
Measure, visit and read the real light.
Estimate

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

16%15%+2.4
Works, trades and surprises.
Estimate

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

16%14%+2.2
Client, changes of mind and close.
Estimate

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

16%12%+1.9
Taste: what stays and what is noise.
Estimate

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

16%16%+2.6
Total100%25%

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

Skills and activities

  • design interfaces
  • prototypes
  • figma
  • Moodboards, renders and a first plan
  • Budget, lines and orders
  • Measure, visit and read the real light
  • Works, trades and surprises
  • Client, changes of mind and close
  • Taste: what stays and what is noise
  • interiorista

Sources for this job· O*NET 27-1025.00· ESCO/ISCO 3432

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