Automation index

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

A booking and a design come earlier. Nails that do not lift in two days 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.

#593 / 643

Nail technician

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
Bookings, charts and design catalogue. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Prep, apply gel and file. Estimate No public source provides a precise figure. This is our estimate.	24%	10%	+2.4
Hygiene, files and lamp. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Advise on shape, colour and aftercare. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Remove, repair and damaged nails. Estimate No public source provides a precise figure. This is our estimate.	14%	16%	+2.2
Not leaving an infection or a lift. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Total	100%		18%

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

IS WORK OVER?

19%

#512 / 643

Window installer

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
Measure openings, subframe and the order. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Set, plumb and the missing packer. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Foam, seal and the sweating lintel. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Fittings, adjust and the sash that rubs. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The lived-in house and not leaving the room freezing. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
That it closes, and not trapping the lintel. 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