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

Growth manager

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
Analytics, funnels and growth dashboards.
Estimate

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

22%52%+11.4
Copy, creatives and test variants.
Estimate

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

18%48%+8.6
Design experiments and read causality.
Estimate

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

16%22%+3.5
Align product, marketing and sales.
Estimate

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

16%15%+2.4
Ads budget and internal negotiation.
Estimate

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

14%18%+2.5
Decide what dies and what scales.
Estimate

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

14%16%+2.2
Total100%31%

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

Skills and activities

  • Analytics, funnels and growth dashboards
  • Copy, creatives and test variants
  • Design experiments and read causality
  • Align product, marketing and sales
  • Ads budget and internal negotiation
  • Decide what dies and what scales
  • growth manager
  • growth hacker
  • responsable de growth

Sources for this job· O*NET 13-1161.00· ESCO/ISCO 2431

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