IS WORK OVER?

Automation index

How much of a Foreign-trade technician’s job can AI already do?

An Incoterm comes earlier. The order crossing the border without sticking on the entry do not.

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

Task comparison

Foreign-trade technician

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
Incoterms, origin and the entry.
Estimate

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

18%52%+9.4
Licences, certificates and the missing one.
Estimate

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

16%40%+6.4
The client, the bank and the letter of credit.
Estimate

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

16%22%+3.5
Duty, VAT and the customs value.
Estimate

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

16%28%+4.5
The forwarder, the delay and not promising the date.
Estimate

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

18%14%+2.5
That it crosses, and not sticking on the entry.
Estimate

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

16%12%+1.9
Total100%28%

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

Skills and activities

  • Incoterms
  • customs entry
  • letters of credit
  • certificates of origin
  • customs value
  • duties
  • import licences
  • import VAT

Sources for this job· O*NET 13-1199.00· ESCO/ISCO 3331

Pastry chef

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
Design menus, cost and cake orders.
Estimate

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

16%35%+5.6
Doughs, creams and chocolate.
Estimate

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

20%12%+2.4
Assemble, decorate and finish.
Estimate

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

22%10%+2.2
Counter, orders and client care.
Estimate

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

14%18%+2.5
Hygiene, cold chain and storage.
Estimate

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

14%15%+2.1
Train assistants and shop-floor pace.
Estimate

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

14%16%+2.2
Total100%17%

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

Skills and activities

  • cook
  • mise en place
  • dishes
  • bake
  • Design menus, cost and cake orders
  • Doughs, creams and chocolate
  • Assemble, decorate and finish
  • Counter, orders and client care
  • Hygiene, cold chain and storage
  • Train assistants and shop-floor pace

Sources for this job· O*NET 51-3011.00· ESCO/ISCO 7512

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