IS WORK OVER?

Automation index

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

A count and a pH come earlier. The batch pasteurising without splitting do not.

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

Task comparison

Dairy technician

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
Count, pH and milk intake.
Estimate

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

18%48%+8.6
Pasteurise, the batch and the one that splits.
Estimate

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

16%22%+3.5
Cultures, yoghurt or cheese and the recipe.
Estimate

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

16%36%+5.8
CIP, quality and the health report.
Estimate

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

16%28%+4.5
The farmer, the tank and not mixing the sour.
Estimate

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

18%14%+2.5
That it pasteurises, and not splitting the batch.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • milk intake
  • pasteurise
  • dairy pH
  • cultures
  • CIP
  • bacterial count
  • tanks
  • yoghurt batches

Sources for this job· O*NET 51-3092.00· ESCO/ISCO 7513

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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