IS WORK OVER?

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

Milliner

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
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
Total100%19%

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

Skills and activities

  • hat blocks
  • crowns
  • brims
  • feathers
  • pins
  • fit hats
  • trim
  • balance

Sources for this job· O*NET 51-6051.00· ESCO/ISCO 7531

Plastic surgeon

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
Plan, photos and informed consent.
Estimate

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

16%36%+5.8
Operate: flaps, implants and burns.
Estimate

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

22%8%+1.8
Pre-op, markings and what you can actually promise.
Estimate

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

16%22%+3.5
Post-op, dressings and reviewing the result.
Estimate

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

16%28%+4.5
Emergencies: hand, face and the lip that will not close.
Estimate

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

16%18%+2.9
Aesthetics, reconstruction and signing what is cut.
Estimate

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

14%10%+1.4
Total100%20%

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

Skills and activities

  • plastic surgery
  • flaps
  • implants
  • burns
  • hand surgery
  • pre-op marking
  • post-op dressings
  • reconstruction

Sources for this job· O*NET 29-1242.00· ESCO/ISCO 2212

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