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

Sterile processing technician

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
Intake, the dirty and the count.
Estimate

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

16%32%+5.1
Wash, the ultrasonic and what is left.
Estimate

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

22%8%+1.8
Pack, the indicator and the set.
Estimate

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

16%22%+3.5
Autoclave, the load and the cycle that fails.
Estimate

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

16%28%+4.5
Theatre, the rush and not sending a wet set.
Estimate

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

16%18%+2.9
Truly sterile, and not mixing the dirty.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • autoclave
  • surgical sets
  • biological indicators
  • ultrasonic wash
  • sterile pack
  • instrument count
  • steam cycles
  • not mix dirty

Sources for this job· O*NET 31-9093.00· ESCO/ISCO 3213

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