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

CISO

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
Risks, policies and the control map.
Estimate

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

16%44%+7
The incident, the board and talk to press or not.
Estimate

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

18%14%+2.5
Budget, vendors and cyber insurance.
Estimate

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

16%36%+5.8
Audit, ISO and briefing the board.
Estimate

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

16%28%+4.5
The business that wants to ship now, and the no.
Estimate

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

18%18%+3.2
Ride out the incident, and not lying to the board.
Estimate

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

16%12%+1.9
Total100%25%

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

Skills and activities

  • risk map
  • security policies
  • handle incidents
  • ISO 27001
  • cyber insurance
  • brief the board
  • say no to the business
  • security controls

Sources for this job· O*NET 11-3021.00· ESCO/ISCO 1330

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