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

Primary school teacher

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 lessons, worksheets and adaptations.
Estimate

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

16%40%+6.4
Teach, tutor and hold the classroom.
Estimate

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

22%10%+2.2
Families, parent meetings and conflicts.
Estimate

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

16%22%+3.5
Assess, reports and special-needs notes.
Estimate

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

16%32%+5.1
Playground, dining hall and duties.
Estimate

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

16%18%+2.9
Staff meeting, planning and not leaving a child behind.
Estimate

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

14%14%+2
Total100%22%

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

Skills and activities

  • teach class
  • mark students
  • lesson plans
  • teach
  • Teach, tutor and hold the classroom
  • Families, parent meetings and conflicts
  • Assess, reports and special-needs notes
  • Playground, dining hall and duties
  • maestro de primaria
  • maestra de primaria

Sources for this job· O*NET 25-2021.00· ESCO/ISCO 2341

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