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

Radiographer

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
Protocols, dose and worklists.
Estimate

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

16%32%+5.1
Position, expose and watch the patient.
Estimate

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

22%10%+2.2
Contrast, lines and reactions.
Estimate

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

16%18%+2.9
Reconstruct, label and send to PACS.
Estimate

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

16%28%+4.5
Calm children, claustrophobia and pain.
Estimate

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

16%22%+3.5
Radiation protection, kit and not over-exposing.
Estimate

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

14%12%+1.7
Total100%20%

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

Skills and activities

  • Protocols, dose and worklists
  • Position, expose and watch the patient
  • Contrast, lines and reactions
  • Reconstruct, label and send to PACS
  • Calm children, claustrophobia and pain
  • tecnico en radiodiagnostico
  • tecnico de rayos
  • radiographer

Sources for this job· O*NET 29-2034.00· ESCO/ISCO 3211

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