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

Airline pilot

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
Prepare flight plan, fuel and NOTAMs.
Estimate

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

18%40%+7.2
Weather and company briefing.
Estimate

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

14%32%+4.5
Flying: take-off, cruise and landing.
Estimate

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

22%8%+1.8
Failures, diversions and emergencies.
Estimate

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

16%12%+1.9
Coordination with ATC, cabin and ground.
Estimate

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

16%10%+1.6
Reports, logbook and fatigue compliance.
Estimate

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

14%15%+2.1
Total100%19%

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

Skills and activities

  • Prepare flight plan, fuel and NOTAMs
  • Weather and company briefing
  • Flying: take-off, cruise and landing
  • Failures, diversions and emergencies
  • Coordination with ATC, cabin and ground
  • Reports, logbook and fatigue compliance
  • piloto
  • pilot
  • aviacion
  • comandante de aeronave

Sources for this job· O*NET 53-2011.00· ESCO/ISCO 3153

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