IS WORK OVER?

Automation index

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

Labelling and charging is shorter. Breaking down a carcass, sharpening, and advising a roast for eight is not.

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

Task comparison

Butcher

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
Slaughterhouse orders, traceability and labels.
Estimate

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

16%32%+5.1
Break down, bone and prep.
Estimate

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

22%8%+1.8
Counter, custom cuts and advice.
Estimate

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

18%10%+1.8
Till, offers and waste.
Estimate

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

16%18%+2.9
Hygiene, cold room and sharpening.
Estimate

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

14%15%+2.1
Prepared: burger, marinade, sausage.
Estimate

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

14%16%+2.2
Total100%16%

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

Skills and activities

  • Break down, bone and prep
  • Counter, custom cuts and advice
  • Till, offers and waste
  • Hygiene, cold room and sharpening
  • Prepared: burger, marinade, sausage
  • carnicer
  • butcher
  • despiece

Sources for this job· O*NET 51-3021.00· ESCO/ISCO 7511

Education specialist

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
Design schemes, rubrics and assessments.
Estimate

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

18%48%+8.6
Reports, diagnoses and school plans.
Estimate

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

16%28%+4.5
Train staff and accompany teams.
Estimate

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

16%22%+3.5
Observe class and feed back with care.
Estimate

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

16%18%+2.9
Families, inspectorate and EU projects.
Estimate

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

18%16%+2.9
Not selling pedagogical fashion without a classroom.
Estimate

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

16%14%+2.2
Total100%25%

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

Skills and activities

  • Design schemes, rubrics and assessments
  • Reports, diagnoses and school plans
  • Train staff and accompany teams
  • Observe class and feed back with care
  • Families, inspectorate and EU projects
  • pedagogo
  • pedagoga
  • education specialist

Sources for this job· O*NET 25-9031.00· ESCO/ISCO 2351

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