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

Financial controller

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
Reporting, budgets and variances.
Estimate

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

20%48%+9.6
Close, provision and check against the books.
Estimate

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

16%32%+5.1
Management, plants and P&L owners.
Estimate

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

16%22%+3.5
Systems, masters and data quality.
Estimate

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

16%18%+2.9
Audit, controls and documentation.
Estimate

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

16%16%+2.6
Not dressing an EBIT.
Estimate

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

16%14%+2.2
Total100%26%

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

Skills and activities

  • Reporting, budgets and variances
  • Management, plants and P&L owners
  • Systems, masters and data quality
  • Audit, controls and documentation
  • Not dressing an EBIT
  • controller
  • control de gestion
  • financial controller

Sources for this job· O*NET 13-2011.00· ESCO/ISCO 2411

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