Automation index

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

Costing and a cake design come earlier. Tempering chocolate and stacking a millefeuille that does not collapse do not.

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

Task comparison

IS WORK OVER?

17%

AI can already do 17% of this job.

#605 / 643

Pastry chef

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.

Task	Share	AI	Points
Design menus, cost and cake orders. Estimate No public source provides a precise figure. This is our estimate.	16%	35%	+5.6
Doughs, creams and chocolate. Estimate No public source provides a precise figure. This is our estimate.	20%	12%	+2.4
Assemble, decorate and finish. Estimate No public source provides a precise figure. This is our estimate.	22%	10%	+2.2
Counter, orders and client care. Estimate No public source provides a precise figure. This is our estimate.	14%	18%	+2.5
Hygiene, cold chain and storage. Estimate No public source provides a precise figure. This is our estimate.	14%	15%	+2.1
Train assistants and shop-floor pace. Estimate No public source provides a precise figure. This is our estimate.	14%	16%	+2.2
Total	100%		17%

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

IS WORK OVER?

24%

#275 / 643

Warehouse supervisor

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.

Task	Share	AI	Points
Docks, waves and the shift plan. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
The team, the peak and the one who cannot keep up. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Stock, shrink and the mystery gap. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Safety, forklifts and the near miss. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The late haulier and not mixing the docks. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Get the shift out, and not mixing the goods. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		24%

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