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

Referee

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
Reports, match sheets and clip review.
Estimate

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

16%32%+5.1
Desk fitness prep and the laws.
Estimate

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

14%28%+3.9
Run the match on the field.
Estimate

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

26%5%+1.3
Handle protests, VAR and pressure.
Estimate

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

16%8%+1.3
Travel, appointments and fatigue.
Estimate

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

14%12%+1.7
Judgment, consistency and authority.
Estimate

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

14%14%+2
Total100%15%

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

Skills and activities

  • Reports, match sheets and clip review
  • Desk fitness prep and the laws
  • Run the match on the field
  • Handle protests, VAR and pressure
  • Travel, appointments and fatigue
  • Judgment, consistency and authority
  • arbitro
  • referee
  • colegiado

Sources for this job· O*NET 27-2023.00· ESCO/ISCO 3422

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