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.

#533 / 633

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?

21%

#404 / 633

Airport ramp agent

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
Load plan, LIR and hold allocation. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Load, unload, pushback and ramp assistance. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Bags, ULDs and special cargo. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Coordinate with crew, ops and fuel. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Times, delays and ramp safety. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Trim, papers and liability for the load. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		21%

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