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

Fisher

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
Catch logs, quotas and fishing GPS.
Estimate

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

14%32%+4.5
Logged boat maintenance.
Estimate

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

14%22%+3.1
Go out, set, haul and stow.
Estimate

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

24%8%+1.9
Read the sea, the gear and the school.
Estimate

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

16%10%+1.6
Safety, storm and fatigue.
Estimate

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

16%12%+1.9
Market, price and crew life.
Estimate

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

16%14%+2.2
Total100%15%

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

Skills and activities

  • Catch logs, quotas and fishing GPS
  • Logged boat maintenance
  • Go out, set, haul and stow
  • Read the sea, the gear and the school
  • Safety, storm and fatigue
  • Market, price and crew life
  • pescador
  • fisher
  • pesquero

Sources for this job· O*NET 45-3011.00· ESCO/ISCO 6222

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