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

Barber

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
Appointments, till and product stock.
Estimate

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

14%32%+4.5
Cut and style consult with the client.
Estimate

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

16%12%+1.9
Cut, fade and finish with clipper and scissors.
Estimate

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

28%5%+1.4
Shave, beard tidy and hot towel.
Estimate

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

18%6%+1.1
Cleaning, disinfection and tool care.
Estimate

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

12%10%+1.2
Shop atmosphere and regulars.
Estimate

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

12%14%+1.7
Total100%12%

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

Skills and activities

  • cut hair
  • colour hair
  • haircut
  • barbering
  • Appointments, till and product stock
  • Cut and style consult with the client
  • Shave, beard tidy and hot towel
  • Cleaning, disinfection and tool care
  • Shop atmosphere and regulars
  • barber

Sources for this job· O*NET 39-5011.00· ESCO/ISCO 5141

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