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

Family support worker

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
The intervention plan and case coordination.
Estimate

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

16%32%+5.1
Home, hygiene, food and the child who misses school.
Estimate

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

22%10%+2.2
Teach routines without replacing the parent.
Estimate

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

16%22%+3.5
Reports, social services and the school.
Estimate

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

16%28%+4.5
The row in the living room and getting out whole.
Estimate

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

16%18%+2.9
The bond, and not making yourself indispensable.
Estimate

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

14%12%+1.7
Total100%20%

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

Skills and activities

  • home intervention
  • teach routines
  • family hygiene
  • reports to social services
  • home support
  • truant child
  • intervention plan
  • not replacing the family

Sources for this job· O*NET 21-1093.00· ESCO/ISCO 2635

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