IS WORK OVER?

Automation index

How much of a Librarian’s job can AI already do?

A catalogue and a source guide come earlier. Hosting a teenager, a researcher, and a silence do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Librarian

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
Catalogue, index and describe holdings.
Estimate

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

20%48%+9.6
Guides, searches and reference answers.
Estimate

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

16%40%+6.4
Floor desk and reading mediation.
Estimate

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

18%15%+2.7
Programme clubs, visits and training.
Estimate

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

16%18%+2.9
Preserve, digitise and decide what is bought.
Estimate

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

16%12%+1.9
Library policy and use conflicts.
Estimate

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

14%16%+2.2
Total100%26%

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

Skills and activities

  • Catalogue, index and describe holdings
  • Guides, searches and reference answers
  • Floor desk and reading mediation
  • Programme clubs, visits and training
  • Library policy and use conflicts
  • bibliotecari
  • librarian
  • documentalista

Sources for this job· O*NET 25-4022.00· ESCO/ISCO 2622

Sports physician

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
CPET, labs and load.
Estimate

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

16%48%+7.7
Injury, exam and the yes or no to training.
Estimate

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

18%18%+3.2
Rehab, injections and the club note.
Estimate

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

16%28%+4.5
Anti-doping, certificates and the yearly check.
Estimate

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

16%22%+3.5
The bench, the match and the twisted ankle.
Estimate

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

18%14%+2.5
Club pressure and signing return to play.
Estimate

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

16%12%+1.9
Total100%23%

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

Skills and activities

  • CPET
  • rehab injuries
  • return to play
  • inject athletes
  • anti-doping
  • fitness certificate
  • training load
  • sports medicine

Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212

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