IS WORK OVER?

Automation index

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

A headcount and a ration come earlier. The animal whole and the calving coming out do not.

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

Task comparison

Livestock farmer

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
Headcount, ration and the health log.
Estimate

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

16%36%+5.8
Yard, calving and the one that lags.
Estimate

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

22%10%+2.2
Pasture, water and the fence that comes down.
Estimate

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

16%22%+3.5
Market, abattoir and the day’s price.
Estimate

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

16%28%+4.5
The drought, the feed and not running them too thin.
Estimate

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

16%18%+2.9
The animal whole, and the calving well.
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

  • rations
  • calving
  • headcount
  • fences
  • pasture
  • abattoir
  • health log
  • feed

Sources for this job· O*NET 45-1011.00· ESCO/ISCO 6121

Wildland firefighter

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, map and the day’s attack plan.
Estimate

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

16%32%+5.1
Line, hose-lay and the spot fire.
Estimate

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

24%6%+1.4
Tools, pump and the water that does not arrive.
Estimate

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

16%18%+2.9
Night watch, lookout and the flare-up.
Estimate

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

16%22%+3.5
Coordinate aircraft and the command post.
Estimate

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

14%28%+3.9
Get out whole and leave nobody 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

  • fight wildfires
  • cut line
  • lay hose
  • night watch
  • portable pump
  • air assets
  • fire-front map
  • spot fires

Sources for this job· O*NET 33-2022.00· ESCO/ISCO 5411

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