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.

#597 / 703

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%

#422 / 703

School psychologist

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
Referral, tests and the report. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
The child, the session and the one who will not talk. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Classroom, the teacher and what actually happens. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Family, the fear and not scaring. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The bullying protocol and not looking away. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
See the child, and not hanging a label. 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