Automation index

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

The recipe and the order write themselves. Mixing at 4 a.m., smelling the dough, and pulling the oven do not.

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

Task comparison

IS WORK OVER?

16%

AI can already do 16% of this job.

#678 / 703

Baker

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
Orders, recipes and flour stock. Estimate No public source provides a precise figure. This is our estimate.	16%	30%	+4.8
Mix, ferment and shape. Estimate No public source provides a precise figure. This is our estimate.	22%	10%	+2.2
Bake, cool and present. Estimate No public source provides a precise figure. This is our estimate.	20%	12%	+2.4
Counter shift and dawn till. Estimate No public source provides a precise figure. This is our estimate.	14%	18%	+2.5
Cleaning, hygiene and oven care. Estimate No public source provides a precise figure. This is our estimate.	14%	15%	+2.1
Adjust the recipe to weather and today’s flour. Estimate No public source provides a precise figure. This is our estimate.	14%	16%	+2.2
Total	100%		16%

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

IS WORK OVER?

22%

#350 / 703

School librarian

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
Catalogue, loans and the one that does not come back. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Break, the noise and the corner. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Club, reading and the one who hides. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Buying, the budget and not filling it with empty fashion. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The teacher, the assignment and not turning it into detention. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That they pick up a book, and not just the Wi-Fi. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		22%

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