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

HR generalist

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
Review and evaluate applicant qualifications or eligibility for specified licensing, according to established guidelines and designated licensing codes.
Estimate

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

11%28%+3.1
Review employment applications and job orders to match applicants with job requirements.
Estimate

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

10%28%+2.8
Interpret and explain human resources policies, procedures, laws, standards, or regulations.
Estimate

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

8%28%+2.2
Hire employees and process hiring-related paperwork.
Estimate

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

7%28%+2
Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.
Estimate

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

6%55%+3.3
Select qualified job applicants or refer them to managers, making hiring recommendations when appropriate.
Estimate

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

6%28%+1.7
Advise management on organizing, preparing, or implementing recruiting or retention programs.
Estimate

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

5%28%+1.4
Perform searches for qualified job candidates, using sources such as computer databases, networking, Internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.
Estimate

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

5%48%+2.4
Other less frequent tasks (weight estimated from frequency).
Estimate

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

42%28%+11.8
Total100%31%

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

Skills and activities

  • labour legislation
  • job market offers
  • employment law
  • human resource management
  • company policies
  • maintain relationship with customers
  • recruit employees
  • carry out recruiting services
  • interview people
  • identify customer's needs

Sources for this job· O*NET 13-1071.00· ESCO/ISCO 2423

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