IS WORK OVER?

Automation index

How much of a Ship agent’s job can AI already do?

An ETA comes earlier. Clearing the ship without extra demurrage do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Ship agent

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
ETA, berth and port services.
Estimate

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

16%44%+7
Clearance, crew and the crew change.
Estimate

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

16%36%+5.8
The master, the terminal and the window clash.
Estimate

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

18%16%+2.9
Invoices, disbursements and the owner’s account.
Estimate

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

16%28%+4.5
The inspection, the delay and not losing the slot.
Estimate

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

18%18%+3.2
No extra demurrage, and the ship cleared.
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

  • ETAs
  • berths
  • ship clearance
  • crew changes
  • disbursements
  • terminal windows
  • owner’s accounts
  • port inspections

Sources for this job· O*NET 43-5011.00· ESCO/ISCO 3331

Airport ramp agent

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
Load plan, LIR and hold allocation.
Estimate

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

16%40%+6.4
Load, unload, pushback and ramp assistance.
Estimate

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

22%8%+1.8
Bags, ULDs and special cargo.
Estimate

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

16%22%+3.5
Coordinate with crew, ops and fuel.
Estimate

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

16%28%+4.5
Times, delays and ramp safety.
Estimate

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

16%18%+2.9
Trim, papers and liability for the load.
Estimate

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

14%12%+1.7
Total100%21%

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

Skills and activities

  • load aircraft
  • do pushback
  • allocate holds
  • move bags
  • load planning
  • ramp assistance
  • handle ULDs
  • ramp safety

Sources for this job· O*NET 53-6051.00· ESCO/ISCO 9333

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