IS WORK OVER?

Automation index

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

A booking and a chart come earlier. Hands on a face, and the skin not burning, do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Beautician

Where the time goes

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.

TaskShareAIPoints
Bookings, charts and cabin protocols.
Estimate

No public source provides a precise figure. This is our estimate.

16%32%+5.1
Facials, devices and treatments.
Estimate

No public source provides a precise figure. This is our estimate.

22%10%+2.2
Advise on skin, product and habits.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
Hygiene, kit and consent.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Retail, packs and follow-up.
Estimate

No public source provides a precise figure. This is our estimate.

16%16%+2.6
Not burning a skin or overselling.
Estimate

No public source provides a precise figure. This is our estimate.

14%14%+2
Total100%18%

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

Skills and activities

  • Bookings, charts and cabin protocols
  • Facials, devices and treatments
  • Advise on skin, product and habits
  • Hygiene, kit and consent
  • Retail, packs and follow-up
  • Not burning a skin or overselling
  • esteticista
  • beautician
  • estetica

Sources for this job· O*NET 39-5094.00· ESCO/ISCO 5142

Naval architect

Where the time goes

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.

TaskShareAIPoints
Stability, strength and hull forms.
Estimate

No public source provides a precise figure. This is our estimate.

18%48%+8.6
Drawings, specs and class rules.
Estimate

No public source provides a precise figure. This is our estimate.

16%32%+5.1
Yard, sea trials and owner.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Systems, machinery and onboard safety.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
Rules, IMO and documentation.
Estimate

No public source provides a precise figure. This is our estimate.

18%16%+2.9
Sign a hull that will not break.
Estimate

No public source provides a precise figure. This is our estimate.

16%14%+2.2
Total100%25%

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

Skills and activities

  • building plans
  • renders
  • sign a project
  • Stability, strength and hull forms
  • Drawings, specs and class rules
  • Yard, sea trials and owner
  • Systems, machinery and onboard safety
  • Rules, IMO and documentation
  • Sign a hull that will not break
  • ingeniero naval

Sources for this job· O*NET 17-2121.00· ESCO/ISCO 2144

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