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

Camera operator

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
Schedule, lists and overlays.
Estimate

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

16%32%+5.1
Frame, follow and not lose focus.
Estimate

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

22%10%+2.2
Kit, cards and backups.
Estimate

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

16%18%+2.9
Director, light and sound.
Estimate

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

16%22%+3.5
Knees, shoulder and long days.
Estimate

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

16%16%+2.6
Not wiping a full card.
Estimate

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

14%14%+2
Total100%18%

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

Skills and activities

  • Schedule, lists and overlays
  • Frame, follow and not lose focus
  • Kit, cards and backups
  • Director, light and sound
  • Knees, shoulder and long days
  • Not wiping a full card
  • camara
  • operador de camara
  • camera operator

Sources for this job· O*NET 27-4031.00· ESCO/ISCO 3521

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