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

Greengrocer

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
Wholesale, season and what is at its point.
Estimate

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

16%40%+6.4
Stall, replenish and the piece that softens.
Estimate

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

18%12%+2.2
Customer, advice and the one who cannot ripen it.
Estimate

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

16%28%+4.5
Shrink, cold and closing the day.
Estimate

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

16%22%+3.5
The market, the rain and not leaving the stall alone.
Estimate

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

18%18%+3.2
At its point, and not selling what is gone.
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

  • set the stall
  • fruit season
  • replenish fruit
  • shrink
  • ripen
  • the market
  • wholesale
  • advise the customer

Sources for this job· O*NET 41-2031.00· ESCO/ISCO 5223

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