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

Paid media specialist

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, platforms and the pixel.
Estimate

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

18%52%+9.4
Creatives, frequency and audience cuts.
Estimate

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

16%40%+6.4
The client, going live and the campaign that drifts.
Estimate

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

16%22%+3.5
Reports, attribution and the last-click fight.
Estimate

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

16%28%+4.5
Brand safety and inventory you cannot touch.
Estimate

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

18%14%+2.5
That the pixel fires, and not burning extra CPM.
Estimate

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

16%12%+1.9
Total100%28%

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

Skills and activities

  • media plan
  • pixel
  • frequency
  • brand safety
  • attribution
  • creatives
  • audiences
  • digital inventory

Sources for this job· O*NET 13-1161.00· ESCO/ISCO 2431

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