IS WORK OVER?

Automation index

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

A temper curve comes earlier. Snap without blooming do not.

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

Task comparison

Chocolatier

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
Temper, recipes and the mould.
Estimate

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

16%44%+7
Bonbon, filling and the one that will not set.
Estimate

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

18%12%+2.2
Display, orders and summer heat.
Estimate

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

16%28%+4.5
Cocoa, traceability and origin.
Estimate

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

16%22%+3.5
Christmas, the volume and not losing the snap.
Estimate

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

18%18%+3.2
That it snaps, and not going white.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • temper chocolate
  • bonbons
  • moulds
  • fillings
  • bloom
  • Christmas orders
  • cocoa origin
  • the display

Sources for this job· O*NET 51-3099.00· ESCO/ISCO 7512

SEN teaching assistant

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
Classroom, the adjustment and the kit.
Estimate

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

16%32%+5.1
Yard, the group and the one who will not join.
Estimate

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

22%8%+1.8
Hygiene, the change and dignity.
Estimate

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

16%22%+3.5
Dining hall, the texture and the one who chokes.
Estimate

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

16%28%+4.5
The family, the note and not over-alarming.
Estimate

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

16%18%+2.9
Be beside them, and not leaving them out.
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

  • classroom adjustments
  • inclusive yard
  • hygiene with dignity
  • dining hall
  • notes home
  • one-to-one support
  • special education
  • not over-alarm

Sources for this job· O*NET 25-9045.00· ESCO/ISCO 5312

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