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

Clinical research associate

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
Protocol, CRF and the monitoring visit.
Estimate

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

18%48%+8.6
Source, the gap and the one that does not fit.
Estimate

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

16%40%+6.4
Adverse event, the deadline and not delaying.
Estimate

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

16%22%+3.5
Consent, the signature and the one who did not understand.
Estimate

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

16%28%+4.5
The sponsor, the audit and not dressing the figure.
Estimate

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

18%14%+2.5
Audit, and not leaving a made-up figure.
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

  • CRF
  • monitoring
  • adverse events
  • informed consent
  • source data
  • trial audits
  • clinical protocols
  • site visits

Sources for this job· O*NET 11-9121.00· ESCO/ISCO 2131

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