IS WORK OVER?

Automation index

How much of a Food engineer’s job can AI already do?

A plant balance and HACCP come earlier. Reformulating so it still tastes like food do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Food engineer

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
Process, balances and shelf life.
Estimate

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

18%48%+8.6
Plant, pasteurise and the batch that will not set.
Estimate

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

16%22%+3.5
HACCP, labelling and the rules.
Estimate

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

16%36%+5.8
Reformulate, costs and the ingredient supplier.
Estimate

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

16%28%+4.5
Taste, marketing and not lying on the pack.
Estimate

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

18%14%+2.5
That it tastes like food, and not shipping the bad 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

  • food process
  • shelf life
  • HACCP
  • reformulate
  • labelling
  • pasteurise
  • taste prototypes
  • plant balances

Sources for this job· O*NET 17-2021.00· ESCO/ISCO 2145

Pharmacy 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
Counts, orders and expiry dates.
Estimate

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

18%40%+7.2
Dispense, prepare and label.
Estimate

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

20%12%+2.4
Counter service and basic dosing.
Estimate

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

16%22%+3.5
Compounds, repack and records.
Estimate

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

16%28%+4.5
Pharmacy on-call and emergency stock.
Estimate

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

16%18%+2.9
Not mixing up a drug or a patient.
Estimate

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

14%14%+2
Total100%23%

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

Skills and activities

  • Counts, orders and expiry dates
  • Dispense, prepare and label
  • Counter service and basic dosing
  • Compounds, repack and records
  • Pharmacy on-call and emergency stock
  • Not mixing up a drug or a patient
  • tecnico de farmacia
  • auxiliar de farmacia
  • pharmacy technician

Sources for this job· O*NET 29-2052.00· ESCO/ISCO 3213

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