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

Boiler 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
Logs, fault codes and spares.
Estimate

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

16%35%+5.6
Routes, appointments and permits.
Estimate

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

16%28%+4.5
Diagnose, open and repair the boiler.
Estimate

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

22%12%+2.6
Tune-up, combustion and pressures.
Estimate

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

16%14%+2.2
Clients, porters and plant-room access.
Estimate

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

16%15%+2.4
Gas, safety and not leaving the building cold.
Estimate

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

14%16%+2.2
Total100%19%

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

Skills and activities

  • Logs, fault codes and spares
  • Routes, appointments and permits
  • Diagnose, open and repair the boiler
  • Tune-up, combustion and pressures
  • Clients, porters and plant-room access
  • calderas
  • tecnico de calderas
  • calefaccion central

Sources for this job· O*NET 49-9021.00· ESCO/ISCO 7126

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