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

Flight attendant

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
Briefing, cabin inventory and flight reports.
Estimate

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

16%30%+4.8
Cabin service, sales and requests.
Estimate

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

18%22%+4
Safety, demo and emergency procedure.
Estimate

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

20%8%+1.6
Conflict and disruptive-passenger handling.
Estimate

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

16%10%+1.6
Care for minors, sick passengers and reduced mobility.
Estimate

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

16%12%+1.9
Coordination with cockpit and ground.
Estimate

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

14%18%+2.5
Total100%16%

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

Skills and activities

  • Cabin service, sales and requests
  • Safety, demo and emergency procedure
  • Conflict and disruptive-passenger handling
  • Coordination with cockpit and ground
  • azafata
  • auxiliar de vuelo
  • tripulante de cabina
  • flight attendant
  • tcp

Sources for this job· O*NET 53-2031.00· ESCO/ISCO 5111

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