IS WORK OVER?

Automation index

How much of a Food technologist’s job can AI already do?

An industrial recipe comes earlier. Coming out safe and tasting like food do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Food technologist

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
Recipe, process and shelf life.
Estimate

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

16%40%+6.4
Plant, the batch and the one that will not set.
Estimate

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

18%14%+2.5
HACCP, labelling and not lying.
Estimate

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

16%28%+4.5
Taste, marketing and not disguising.
Estimate

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

16%22%+3.5
The supplier, the ingredient and not swapping blind.
Estimate

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

18%18%+3.2
Safe, and tasting like food.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • industrial recipes
  • shelf life
  • HACCP
  • labelling
  • taste
  • plant batches
  • ingredients
  • food process

Sources for this job· O*NET 19-1012.00· ESCO/ISCO 2145

Web developer

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
Layout, components and API consumption.
Estimate

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

20%48%+9.6
Accessibility, performance and technical SEO.
Estimate

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

16%32%+5.1
Design, product and the client who changes their mind.
Estimate

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

16%22%+3.5
Deploys, incidents and monitoring.
Estimate

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

16%18%+2.9
Tests, code review and documentation.
Estimate

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

16%16%+2.6
Not shipping a half-change on a Friday.
Estimate

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

16%14%+2.2
Total100%26%

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

Skills and activities

  • write code
  • programming
  • software development
  • coding
  • debug code
  • Layout, components and API consumption
  • Deploys, incidents and monitoring
  • Tests, code review and documentation
  • Not shipping a half-change on a Friday
  • desarrollador web

Sources for this job· O*NET 15-1254.00· ESCO/ISCO 2513

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