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

Civil protection volunteer

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
Protocols, logs and radios.
Estimate

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

16%32%+5.1
Deploy, rescue and emergency logistics.
Estimate

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

22%10%+2.2
Public, evacuation and calm.
Estimate

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

16%18%+2.9
Kit, stores and maintenance.
Estimate

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

16%22%+3.5
Shifts, fatigue and 112 coordination.
Estimate

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

16%14%+2.2
Not getting in the firefighters’ way or leaving someone.
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

  • Protocols, logs and radios
  • Deploy, rescue and emergency logistics
  • Public, evacuation and calm
  • Kit, stores and maintenance
  • Shifts, fatigue and 112 coordination
  • proteccion civil
  • civil protection

Sources for this job· O*NET 33-2022.00· ESCO/ISCO 5419

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