Automation index

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

A block comes earlier. Sitting on the head without flying at the first breeze do not.

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

Task comparison

IS WORK OVER?

19%

AI can already do 19% of this job.

#644 / 753

Milliner

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
Block, crown and the material. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Shape, stitch and the brim that will not sit. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Fit, the hair and the one that will not take a pin. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Trim, feather and the balance. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The wedding, the wind and not making a prop hat. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
That it sits, and does not fly. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		19%

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