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

Fundraiser

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
Campaigns, CRM and the donor letter.
Estimate

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

16%48%+7.7
The meeting, the no, and asking again.
Estimate

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

18%14%+2.5
Events, legacies and the member base.
Estimate

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

16%36%+5.8
Transparency, the annual report and what you can say.
Estimate

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

16%28%+4.5
The major donor, the board and the conflict of interest.
Estimate

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

18%18%+3.2
That they give again, and not spending more than comes in.
Estimate

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

16%12%+1.9
Total100%26%

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

Skills and activities

  • raise funds
  • donor campaigns
  • member CRM
  • ask for legacies
  • run events
  • transparency report
  • major donors
  • keep members

Sources for this job· O*NET 13-1131.00· ESCO/ISCO 2432

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