IS WORK OVER?

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

Brewer

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.

TaskShareAIPoints
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
Total100%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

Lifeguard

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.

TaskShareAIPoints
Logs, headcount and closing protocols.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
Watch, jump and water rescue.
Estimate

No public source provides a precise figure. This is our estimate.

24%6%+1.4
CPR, defibrillator and first aid.
Estimate

No public source provides a precise figure. This is our estimate.

16%12%+1.9
Manage the beach or pool and talk to the public.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
Kit maintenance and water chemistry.
Estimate

No public source provides a precise figure. This is our estimate.

14%22%+3.1
Sun shift, fatigue and not looking away.
Estimate

No public source provides a precise figure. This is our estimate.

14%14%+2
Total100%16%

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

Skills and activities

  • Logs, headcount and closing protocols
  • Watch, jump and water rescue
  • CPR, defibrillator and first aid
  • Kit maintenance and water chemistry
  • Sun shift, fatigue and not looking away
  • socorrista
  • lifeguard
  • salvamento

Sources for this job· O*NET 33-9092.00· ESCO/ISCO 5419

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