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

Ski instructor

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
Level, kit and the group.
Estimate

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

16%32%+5.1
Run, the turn and the one who cuts across.
Estimate

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

22%8%+1.8
Fall, the one who cries and getting them up.
Estimate

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

16%22%+3.5
Snow, the storm and closing in time.
Estimate

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

16%28%+4.5
The queue, the pass and not losing a child.
Estimate

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

16%18%+2.9
Down whole, and taking nobody with them.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • turns
  • runs
  • falls
  • snow groups
  • the pass
  • the storm
  • get them up
  • ski levels

Sources for this job· O*NET 39-9032.00· ESCO/ISCO 3422

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