Automation index

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

A recipe and a pH come earlier. Setting, turning and signing the ageing do not.

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

Task comparison

IS WORK OVER?

22%

AI can already do 22% of this job.

#373 / 633

Cheesemaker

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
Milk, pH and the day’s recipe. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Set, cut and the drain. Estimate No public source provides a precise figure. This is our estimate.	18%	12%	+2.2
Turn, salt and the ageing room. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Taste, the batch and the one that splits. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The co-op, the season and not selling too early. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Sign the ageing, and not forcing the pH. 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

IS WORK OVER?

25%

#221 / 633

Bookbinder

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
Trim, gather and prepare sections. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Sew, glue, groove and case in. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Restore spines, endpapers and damaged copies. Estimate No public source provides a precise figure. This is our estimate.	18%	22%	+4
Die-cut, foil and special finishes. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Commissions, quotes and the client. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Materials, times and a book that lasts. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		25%

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