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

In-house counsel

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
Contract, clauses and the risk.
Estimate

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

18%48%+8.6
Sales, the close and not yielding the essential.
Estimate

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

16%40%+6.4
Dispute, the procurator and not sleeping the deadline.
Estimate

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

16%22%+3.5
Board, the memo and not dressing it.
Estimate

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

16%28%+4.5
The CEO, the rush and not signing blind.
Estimate

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

18%14%+2.5
Say no, and not leaving the company sold.
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

  • commercial contracts
  • clauses
  • legal risk
  • the board
  • procedural deadlines
  • sales
  • not sign blind
  • legal memos

Sources for this job· O*NET 23-1011.00· ESCO/ISCO 2611

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