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

Notary

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
Prepare drafts and deeds from templates.
Estimate

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

22%42%+9.2
Check liens, titles and registry data.
Estimate

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

16%35%+5.6
Advise parties on the act’s consequences.
Estimate

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

16%18%+2.9
Identify, authorise and authenticate in person.
Estimate

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

18%8%+1.4
Protocolise, file at the registry and keep the record.
Estimate

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

16%12%+1.9
Resolve conflicts between parties at signing.
Estimate

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

12%10%+1.2
Total100%22%

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

Skills and activities

  • advise clients
  • draft contracts
  • litigate
  • interpret law
  • Prepare drafts and deeds from templates
  • Check liens, titles and registry data
  • Advise parties on the act’s consequences
  • notario
  • notaria
  • notary

Sources for this job· O*NET 23-1011.00· ESCO/ISCO 2619

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