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.

#618 / 643

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?

30%

#53 / 643

Hotel receptionist

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
Greet, register, and assign rooms to guests of hotels or motels. Estimate No public source provides a precise figure. This is our estimate.	7%	28%	+2
Issue room keys and escort instructions to bellhops. Estimate No public source provides a precise figure. This is our estimate.	7%	28%	+2
Verify customers' credit, and establish how the customer will pay for the accommodation. Estimate No public source provides a precise figure. This is our estimate.	7%	28%	+2
Keep records of room availability and guests' accounts, manually or using computers. Estimate No public source provides a precise figure. This is our estimate.	7%	55%	+3.9
Make and confirm reservations. Estimate No public source provides a precise figure. This is our estimate.	7%	28%	+2
Review accounts and charges with guests during the check out process. Estimate No public source provides a precise figure. This is our estimate.	6%	28%	+1.7
Answer inquiries pertaining to hotel services, guest registration, and travel directions, or make recommendations regarding shopping, dining, or entertainment. Estimate No public source provides a precise figure. This is our estimate.	6%	28%	+1.7
Compute bills, collect payments, and make change for guests. Estimate No public source provides a precise figure. This is our estimate.	6%	28%	+1.7
Other less frequent tasks (weight estimated from frequency). Estimate No public source provides a precise figure. This is our estimate.	47%	28%	+13.2
Total	100%		30%

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