IS WORK OVER?

Automation index

How much of a Freight forwarder’s job can AI already do?

A booking comes earlier. The box leaving and not sticking in customs do not.

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

Task comparison

Freight forwarder

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
Booking, freight and the B/L.
Estimate

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

18%52%+9.4
Customs, HS and the entry.
Estimate

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

16%40%+6.4
The client, the delay and the ship that will not wait.
Estimate

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

16%22%+3.5
Insurance, incidents and the claim.
Estimate

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

16%28%+4.5
The consolidator, the slot and not overbooking.
Estimate

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

18%14%+2.5
That it leaves, and not sticking in customs.
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

  • bookings
  • bills of lading
  • customs entry
  • HS codes
  • freight
  • cargo insurance
  • consolidate
  • transit incidents

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

Stonemason

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
Templates, cutting lists and stone orders.
Estimate

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

16%32%+5.1
Cut, polish and edge.
Estimate

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

22%10%+2.2
Set, level and seal on site.
Estimate

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

16%12%+1.9
Client, kitchen and bath.
Estimate

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

16%18%+2.9
Shop, resins and repairs.
Estimate

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

16%22%+3.5
Not delivering a piece that does not fit.
Estimate

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

14%14%+2
Total100%18%

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

Skills and activities

  • build walls
  • plaster
  • site work
  • Templates, cutting lists and stone orders
  • Cut, polish and edge
  • Set, level and seal on site
  • Client, kitchen and bath
  • Shop, resins and repairs
  • Not delivering a piece that does not fit
  • marmolista

Sources for this job· O*NET 47-2022.00· ESCO/ISCO 7113

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