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.

#543 / 643

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?

27%

#148 / 643

Spa manager

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
Diary, cabins and the staff. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Client, the complaint and the one who is late. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Protocols, hygiene and the product. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Occupancy, the hotel and not giving the circuit away. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The inspection, insurance and not hiding the incident. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Smell right, and no double-booked massage. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

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