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

Clinical research associate

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
Protocol, CRF and the monitoring visit.
Estimate

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

18%48%+8.6
Source, the gap and the one that does not fit.
Estimate

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

16%40%+6.4
Adverse event, the deadline and not delaying.
Estimate

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

16%22%+3.5
Consent, the signature and the one who did not understand.
Estimate

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

16%28%+4.5
The sponsor, the audit and not dressing the figure.
Estimate

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

18%14%+2.5
Audit, and not leaving a made-up figure.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • CRF
  • monitoring
  • adverse events
  • informed consent
  • source data
  • trial audits
  • clinical protocols
  • site visits

Sources for this job· O*NET 11-9121.00· ESCO/ISCO 2131

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