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

Lifeguard

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
Logs, headcount and closing protocols.
Estimate

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

16%28%+4.5
Watch, jump and water rescue.
Estimate

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

24%6%+1.4
CPR, defibrillator and first aid.
Estimate

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

16%12%+1.9
Manage the beach or pool and talk to the public.
Estimate

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

16%18%+2.9
Kit maintenance and water chemistry.
Estimate

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

14%22%+3.1
Sun shift, fatigue and not looking away.
Estimate

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

14%14%+2
Total100%16%

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

Skills and activities

  • Logs, headcount and closing protocols
  • Watch, jump and water rescue
  • CPR, defibrillator and first aid
  • Kit maintenance and water chemistry
  • Sun shift, fatigue and not looking away
  • socorrista
  • lifeguard
  • salvamento

Sources for this job· O*NET 33-9092.00· ESCO/ISCO 5419

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