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

IT auditor

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
Plan scope, IT risks and sampling.
Estimate

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

18%48%+8.6
Review access, changes, logs and configs.
Estimate

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

16%52%+8.3
Document findings, evidence and recommendations.
Estimate

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

16%40%+6.4
Interview, challenge the auditee and apply judgement.
Estimate

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

18%18%+3.2
Follow up action plans and retest.
Estimate

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

16%22%+3.5
Report, committee and liability for the opinion.
Estimate

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

16%14%+2.2
Total100%32%

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

Skills and activities

  • audit systems
  • review logs
  • assess IT controls
  • test access
  • document findings
  • audit changes
  • retest controls
  • sign the audit report

Sources for this job· O*NET 15-1212.00· ESCO/ISCO 2519

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