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

Prosecutor

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
Study the file and draft the indictment.
Estimate

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

22%40%+8.8
Search case law and legally qualify the facts.
Estimate

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

16%35%+5.6
Coordinate with detectives and experts.
Estimate

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

16%18%+2.9
Appear at trial and examine witnesses.
Estimate

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

16%12%+1.9
Negotiate pleas and precautionary measures.
Estimate

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

16%10%+1.6
Decide to drop, charge, or appeal.
Estimate

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

14%8%+1.1
Total100%22%

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

Skills and activities

  • Study the file and draft the indictment
  • Coordinate with detectives and experts
  • Appear at trial and examine witnesses
  • Negotiate pleas and precautionary measures
  • Decide to drop, charge, or appeal
  • fiscal
  • prosecutor
  • ministerio publico

Sources for this job· O*NET 23-1022.00· ESCO/ISCO 2611

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