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

Traffic warden

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
Tickets, photos and the plate record.
Estimate

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

16%40%+6.4
Junction, closure and the rush-hour jam.
Estimate

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

22%10%+2.2
Tow, parking and the one who stands in the way.
Estimate

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

16%22%+3.5
Events, races and the day’s operation.
Estimate

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

16%28%+4.5
Deal, explain and the insult in the street.
Estimate

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

16%18%+2.9
A fair ticket, and not making a scene.
Estimate

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

14%12%+1.7
Total100%21%

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

Skills and activities

  • issue tickets
  • run junctions
  • tow vehicles
  • control events
  • read plates
  • close roads
  • parking
  • deal with drivers

Sources for this job· O*NET 33-3041.00· ESCO/ISCO 3355

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