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

Leisure instructor

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 activities, lists and permission slips.
Estimate

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

16%32%+5.1
Lead the group, games and trips.
Estimate

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

24%8%+1.9
Handle fights, fears and parents.
Estimate

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

16%18%+2.9
Logs, photos and camp report.
Estimate

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

16%22%+3.5
Kit, meals and nights.
Estimate

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

14%16%+2.2
Not losing a child or missing an allergy.
Estimate

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

14%12%+1.7
Total100%17%

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

Skills and activities

  • Lead the group, games and trips
  • Handle fights, fears and parents
  • Logs, photos and camp report
  • Kit, meals and nights
  • Not losing a child or missing an allergy
  • monitor de ocio
  • leisure instructor

Sources for this job· O*NET 39-9032.00· ESCO/ISCO 3423

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