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

Ship agent

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
ETA, berth and port services.
Estimate

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

16%44%+7
Clearance, crew and the crew change.
Estimate

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

16%36%+5.8
The master, the terminal and the window clash.
Estimate

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

18%16%+2.9
Invoices, disbursements and the owner’s account.
Estimate

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

16%28%+4.5
The inspection, the delay and not losing the slot.
Estimate

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

18%18%+3.2
No extra demurrage, and the ship cleared.
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

  • ETAs
  • berths
  • ship clearance
  • crew changes
  • disbursements
  • terminal windows
  • owner’s accounts
  • port inspections

Sources for this job· O*NET 43-5011.00· ESCO/ISCO 3331

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