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

Social educator

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
Reports, individual plans and paperwork.
Estimate

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

16%32%+5.1
Accompany on the street, in flats and in the centre.
Estimate

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

22%10%+2.2
Mediate families, resources and crises.
Estimate

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

16%22%+3.5
Coordinate services, courts and mental health.
Estimate

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

16%28%+4.5
Shifts, team and supervision.
Estimate

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

16%16%+2.6
Not abandoning the person nobody wants.
Estimate

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

14%14%+2
Total100%20%

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

Skills and activities

  • Reports, individual plans and paperwork
  • Mediate families, resources and crises
  • Shifts, team and supervision
  • Not abandoning the person nobody wants
  • educador social
  • educadora social
  • social educator

Sources for this job· O*NET 21-1021.00· ESCO/ISCO 2635

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