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

Radiographer

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
Protocols, dose and worklists.
Estimate

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

16%32%+5.1
Position, expose and watch the patient.
Estimate

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

22%10%+2.2
Contrast, lines and reactions.
Estimate

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

16%18%+2.9
Reconstruct, label and send to PACS.
Estimate

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

16%28%+4.5
Calm children, claustrophobia and pain.
Estimate

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

16%22%+3.5
Radiation protection, kit and not over-exposing.
Estimate

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

14%12%+1.7
Total100%20%

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

Skills and activities

  • Protocols, dose and worklists
  • Position, expose and watch the patient
  • Contrast, lines and reactions
  • Reconstruct, label and send to PACS
  • Calm children, claustrophobia and pain
  • tecnico en radiodiagnostico
  • tecnico de rayos
  • radiographer

Sources for this job· O*NET 29-2034.00· ESCO/ISCO 3211

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