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

Miner

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
Logs, blast plans and sensors.
Estimate

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

16%32%+5.1
Logged maintenance and mine CMMS.
Estimate

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

14%22%+3.1
Drill, load and extract.
Estimate

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

24%10%+2.4
Support, ventilation and water.
Estimate

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

16%12%+1.9
Safety, gases and evacuation.
Estimate

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

16%10%+1.6
Shift, partner and not getting casual.
Estimate

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

14%14%+2
Total100%16%

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

Skills and activities

  • Logs, blast plans and sensors
  • Logged maintenance and mine CMMS
  • Drill, load and extract
  • Support, ventilation and water
  • Safety, gases and evacuation
  • Shift, partner and not getting casual
  • minero
  • miner
  • interior de mina

Sources for this job· O*NET 47-5041.00· ESCO/ISCO 8111

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