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

School librarian

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
Catalogue, loans and the one that does not come back.
Estimate

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

16%40%+6.4
Break, the noise and the corner.
Estimate

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

18%14%+2.5
Club, reading and the one who hides.
Estimate

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

16%28%+4.5
Buying, the budget and not filling it with empty fashion.
Estimate

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

16%22%+3.5
The teacher, the assignment and not turning it into detention.
Estimate

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

18%18%+3.2
That they pick up a book, and not just the Wi-Fi.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • school loans
  • catalogue
  • reading club
  • break in the library
  • stock budget
  • not detention
  • books
  • Wi-Fi

Sources for this job· O*NET 25-4022.00· ESCO/ISCO 2622

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