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

Executive chef

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
Menus, dish sheets and food cost.
Estimate

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

18%38%+6.8
Orders, suppliers and waste.
Estimate

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

16%28%+4.5
Pass, plating and service pace.
Estimate

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

20%10%+2
Lead the brigade, shifts and conflicts.
Estimate

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

16%12%+1.9
Cook on the line and correct doneness.
Estimate

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

16%15%+2.4
Hygiene, audits and the house’s name.
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

  • cook
  • mise en place
  • dishes
  • bake
  • Menus, dish sheets and food cost
  • Orders, suppliers and waste
  • Pass, plating and service pace
  • Lead the brigade, shifts and conflicts
  • Cook on the line and correct doneness
  • Hygiene, audits and the house’s name

Sources for this job· O*NET 35-1011.00· ESCO/ISCO 3434

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