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

Arborist

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
Assess, risk and the owner’s report.
Estimate

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

16%32%+5.1
Climb, prune and the anchor.
Estimate

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

22%8%+1.8
Controlled fell and the one over the cable.
Estimate

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

16%22%+3.5
Arisings, chipping and leaving it clean.
Estimate

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

16%28%+4.5
The neighbour, the permit and not entering their plot.
Estimate

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

16%18%+2.9
Not dropping it on the roof, and coming down whole.
Estimate

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

14%10%+1.4
Total100%19%

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

Skills and activities

  • crown work
  • climb
  • controlled fell
  • risk report
  • anchors
  • chipping
  • cables
  • felling permits

Sources for this job· O*NET 37-3013.00· ESCO/ISCO 6113

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