IS WORK OVER?

Automation index

How much of a Labour inspector’s job can AI already do?

A site checklist comes earlier. Stopping the job and issuing the penalty do not.

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

Task comparison

Labour inspector

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
Plan visits, complaints and the firm’s history.
Estimate

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

16%40%+6.4
Site or workplace, stop unsafe work and take statements.
Estimate

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

22%12%+2.6
Minutes, orders and the penalty proposal.
Estimate

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

16%32%+5.1
Contracts, hours and the bogus self-employed.
Estimate

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

16%28%+4.5
Union, employer and what is argued in the corridor.
Estimate

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

16%18%+2.9
A penalty that holds, and not looking away.
Estimate

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

14%12%+1.7
Total100%23%

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

Skills and activities

  • visit sites
  • stop unsafe work
  • infringement minutes
  • bogus self-employment
  • check contracts
  • labour orders
  • fine firms
  • take statements

Sources for this job· O*NET 13-1041.00· ESCO/ISCO 3352

Sailor

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
Log, checklists and paper watches.
Estimate

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

16%32%+5.1
Charts, weather and passage planning.
Estimate

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

14%25%+3.5
Deck, lines, cargo and upkeep.
Estimate

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

22%10%+2.2
Watch, helm and lookout.
Estimate

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

16%12%+1.9
Emergencies, abandon ship and fire.
Estimate

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

16%12%+1.9
Life aboard, ports and fatigue.
Estimate

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

16%14%+2.2
Total100%17%

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

Skills and activities

  • Log, checklists and paper watches
  • Charts, weather and passage planning
  • Deck, lines, cargo and upkeep
  • Watch, helm and lookout
  • Emergencies, abandon ship and fire
  • Life aboard, ports and fatigue
  • marinero
  • sailor
  • gente de mar

Sources for this job· O*NET 53-5011.00· ESCO/ISCO 8350

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