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?
Brewer
25%
AI can already do 25% of this job.
#243 / 633
View rankingBrewer
Where the time goes
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.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Boil, hops and the drop to fermenter.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 22% | +4 |
Taste tanks, dry hop and when to pack.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
CIP, quality and plant microbiology.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Packaging, batches and what hits the bar.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The recipe call and owning the batch.EstimateNo 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
Skills and activities
- brew beer
- mash
- hop the wort
- taste tanks
- fermentation
- CIP
- package beer
- sign the batch
Sources for this job· O*NET 51-9012.00· ESCO/ISCO 8160
IS WORK OVER?
Cabin manager
20%
#467 / 633
View rankingCabin manager
Where the time goes
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 |
|---|---|---|---|
Briefing, door assignment and the log.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Cabin, the difficult passenger and turbulence.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Service, allergies and the one who is ill.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Safety, the demo and the kit.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Delay, overbooking and the one who will not sit.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Evacuate for real, and sign the cabin.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- cabin briefing
- assign doors
- difficult passenger
- safety demo
- onboard allergies
- overbooking
- evacuate
- turbulence
Sources for this job· O*NET 53-2031.00· ESCO/ISCO 5111