IS WORK OVER?

Automation index

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

GPS collars come earlier. Bringing the whole flock without leaving one on the hill do not.

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

Task comparison

Shepherd

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
Route, grazing and the day’s log.
Estimate

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

16%28%+4.5
Flock, dogs and the wolf.
Estimate

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

24%6%+1.4
Shearing, lambing and the one that stays.
Estimate

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

16%22%+3.5
Cheese, milk and dealing with the dairy.
Estimate

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

16%28%+4.5
The hill, the snow and not missing the pass.
Estimate

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

14%18%+2.5
The whole flock, and not leaving one behind.
Estimate

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

14%10%+1.4
Total100%18%

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

Skills and activities

  • run the flock
  • sheepdogs
  • lambing
  • shearing
  • the wolf
  • passes
  • ewe’s milk
  • hill grazing

Sources for this job· O*NET 45-2093.00· ESCO/ISCO 6121

School counsellor

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
Tests, psycho-educational reports and statements.
Estimate

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

16%40%+6.4
Interviews with pupil, family and form teacher.
Estimate

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

20%12%+2.4
Mediate conflict, bullying and absence.
Estimate

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

16%22%+3.5
Pathways, grants and careers advice.
Estimate

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

16%28%+4.5
Coordinate SEN, support teachers and outside services.
Estimate

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

16%18%+2.9
Confidentiality and not over-labelling.
Estimate

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

16%14%+2.2
Total100%22%

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

Skills and activities

  • Mediate conflict, bullying and absence
  • Pathways, grants and careers advice
  • Confidentiality and not over-labelling
  • orientador educativo
  • school counselor

Sources for this job· O*NET 21-1012.00· ESCO/ISCO 2359

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