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

IS WORK OVER?

18%

AI can already do 18% of this job.

#695 / 753

Shepherd

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.

Task	Share	AI	Points
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
Total	100%		18%

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

IS WORK OVER?

22%

#400 / 753

Welding engineer

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.

Task	Share	AI	Points
WPS, the coupon and the qualification. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Shop, the bead and the one who skips the procedure. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
NDT, the fail and not hiding it. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Site, the position and the wind. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The client, the rush and not signing the extra overlap. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That the bead holds, and not signing the overlap. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		22%

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