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

Debate coach

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
Case, sources and the outline.
Estimate

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

16%40%+6.4
Rehearsal, the time and the one who eats the turn.
Estimate

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

18%14%+2.5
Tournament, the nerves and not losing manners.
Estimate

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

16%28%+4.5
Rebuttal, the figure and not making it up.
Estimate

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

16%22%+3.5
The school, the mark and not giving the extra away.
Estimate

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

18%18%+3.2
That they argue, and not dropping the tweet.
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

  • debate cases
  • sources
  • rehearsals
  • rebuttals
  • tournaments
  • not make up figures
  • timings
  • manners

Sources for this job· O*NET 25-1122.00· ESCO/ISCO 2359

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