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?
Paver
19%
#526 / 633
View rankingPaver
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 |
|---|---|---|---|
Set-out, levels and layer thickness.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Lay, compact and the edge that opens.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Joints, seals and the gully junction.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Plant, mix temperature and the cold day.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Traffic, the closure and not leaving a step.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
No ponding, and not skimping compaction.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 19% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- lay asphalt
- compact
- falls
- pavement joints
- gullies
- mix temperature
- pavement levels
- seals
Sources for this job· O*NET 47-2071.00· ESCO/ISCO 7112