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?

29%

#63 / 643

Quality 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
FMEA, control plan and the limits. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
8D, claims and the supplier. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Audit, IATF and the awkward finding. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The line, the defect and stop or not. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
APQP, PPAP and the customer launch. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Release with judgement, and not hiding the PPM. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		28%

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