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

Key account manager

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
Account, plan and the QBR.
Estimate

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

18%48%+8.6
Buyer, objections and the one who changes.
Estimate

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

16%40%+6.4
Forecast, the gap and not inflating.
Estimate

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

16%22%+3.5
Incident, the SLA and not hiding the fail.
Estimate

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

16%28%+4.5
Internal, the one who does not deliver and fighting it.
Estimate

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

18%14%+2.5
Grow it, and not losing it at renewal.
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

  • QBR
  • account plans
  • account forecast
  • SLA
  • renewal
  • buyers
  • objections
  • gaps

Sources for this job· O*NET 41-4012.00· ESCO/ISCO 2433

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