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

Insurance underwriter

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
Forms, rating and terms.
Estimate

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

18%48%+8.6
Analyse risk, claims and reinsurance.
Estimate

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

16%32%+5.1
Brokers, agents and negotiation.
Estimate

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

16%22%+3.5
Surveys, clauses and exclusions.
Estimate

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

16%18%+2.9
Rules, reserves and documentation.
Estimate

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

18%16%+2.9
Not taking a risk that sinks the company.
Estimate

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

16%14%+2.2
Total100%25%

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

Skills and activities

  • Forms, rating and terms
  • Analyse risk, claims and reinsurance
  • Brokers, agents and negotiation
  • Surveys, clauses and exclusions
  • Rules, reserves and documentation
  • Not taking a risk that sinks the company
  • suscriptor de seguros
  • underwriter

Sources for this job· O*NET 13-2053.00· ESCO/ISCO 3321

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