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

Vocational teacher

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
Plan modules, rubrics and exams.
Estimate

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

16%40%+6.4
Workshop, practice and safety watch.
Estimate

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

22%12%+2.6
Tutor placements, firms and difficult students.
Estimate

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

16%22%+3.5
Assess, minutes and vocational cycles.
Estimate

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

16%28%+4.5
Staff meeting, coordination and workshop stock.
Estimate

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

16%18%+2.9
Not leaving anyone without a trade or a diploma.
Estimate

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

14%14%+2
Total100%22%

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

Skills and activities

  • teach class
  • mark students
  • lesson plans
  • teach
  • Plan modules, rubrics and exams
  • Workshop, practice and safety watch
  • Assess, minutes and vocational cycles
  • profesor de fp
  • vocational teacher

Sources for this job· O*NET 25-2032.00· ESCO/ISCO 2320

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