IS WORK OVER?

Automation index

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

A sketch comes earlier. Forging, tempering and the piece not cracking do not.

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

Task comparison

Blacksmith

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
Sketch, template and the material calc.
Estimate

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

16%28%+4.5
Forge, temper and the blow that counts.
Estimate

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

22%8%+1.8
Weld, rivet and the site fit.
Estimate

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

16%22%+3.5
Grilles, gates and the client’s order.
Estimate

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

16%32%+5.1
Coal, the hearth and the shop rhythm.
Estimate

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

16%18%+2.9
That it does not crack, and signing the iron.
Estimate

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

14%12%+1.7
Total100%20%

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

Skills and activities

  • forge
  • temper
  • grilles
  • rivet
  • iron templates
  • forge hearth
  • site fit
  • iron gates

Sources for this job· O*NET 51-4121.00· ESCO/ISCO 7221

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

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