Automation index

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

A recipe and a fermentation check come earlier. Tasting the tank and deciding the hops do not.

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

Task comparison

IS WORK OVER?

25%

AI can already do 25% of this job.

#243 / 633

Brewer

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
Recipes, mash and the beer’s profile. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Boil, hops and the drop to fermenter. Estimate No public source provides a precise figure. This is our estimate.	18%	22%	+4
Taste tanks, dry hop and when to pack. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
CIP, quality and plant microbiology. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Packaging, batches and what hits the bar. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The recipe call and owning the batch. 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

IS WORK OVER?

27%

#168 / 633

Nuclear medicine physician

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
PET, SPECT protocols and a stock report. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Order dose, timing and preparation. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Give the isotope and watch the reaction. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Clinic, the cancer that returns and the family. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Quality, waste and radiation protection. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Signing the study and the dose you cannot repeat. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

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