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

Radiation therapist

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, IGRT and the day’s set-up.
Estimate

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

16%40%+6.4
Immobilise, tattoo and treat fraction by fraction.
Estimate

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

22%12%+2.6
Check images, shifts and call the physician.
Estimate

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

16%28%+4.5
Side effects, the patient who cries and the wait.
Estimate

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

16%22%+3.5
Machine QA and alarms.
Estimate

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

16%32%+5.1
Today’s dose and not irradiating the wrong thing.
Estimate

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

14%14%+2
Total100%24%

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

Skills and activities

  • set up for RT
  • IGRT
  • immobilise patients
  • deliver fractions
  • linac QA
  • reference tattoos
  • shifts
  • radiotherapy

Sources for this job· O*NET 29-1124.00· ESCO/ISCO 3211

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