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

Pest control 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
Inspection, species and the treatment plan.
Estimate

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

16%32%+5.1
Bait, apply, seal and look again.
Estimate

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

18%18%+3.2
Sheets, schedule and the certificate for the client.
Estimate

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

16%40%+6.4
Explain risks, times and what is not a miracle.
Estimate

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

18%22%+4
Rules, biocides and waste.
Estimate

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

16%28%+4.5
That the pest drops and nobody else pays.
Estimate

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

16%14%+2.2
Total100%25%

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

Skills and activities

  • pest control
  • inspect infestations
  • bait
  • apply biocides
  • seal entry points
  • treatment certificate
  • identify species
  • not poison anyone

Sources for this job· O*NET 37-2021.00· ESCO/ISCO 7544

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