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

Embedded developer

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
Firmware, the peripheral and the buffer.
Estimate

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

16%40%+6.4
Field, the hang and the log that is not there.
Estimate

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

18%14%+2.5
Watchdog, the reset and not leaving it blind.
Estimate

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

16%28%+4.5
Draw, the battery and not sleeping it wrong.
Estimate

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

16%22%+3.5
Hardware, the revision and not fighting the pin.
Estimate

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

18%18%+3.2
That it does not hang, and not leaving the watchdog blind.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • firmware
  • peripherals
  • watchdog
  • buffers
  • draw
  • battery
  • field logs
  • write embedded code

Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2514

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