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
IS WORK OVER?
Labour inspector
23%
AI can already do 23% of this job.
#299 / 633
View rankingLabour 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.
| Task | Share | AI | Points |
|---|---|---|---|
Plan visits, complaints and the firm’s history.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Site or workplace, stop unsafe work and take statements.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 12% | +2.6 |
Minutes, orders and the penalty proposal.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Contracts, hours and the bogus self-employed.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Union, employer and what is argued in the corridor.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
A penalty that holds, and not looking away.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 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
IS WORK OVER?
Hairdresser
14%
#629 / 633
View rankingHairdresser
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.
| Task | Share | AI | Points |
|---|---|---|---|
Diary, client cards and salon social posts.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Advise cut and colour from references.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 22% | +3.1 |
Cut, style and finish in the chair.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 6% | +1.4 |
Colour, highlights and treatments.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 8% | +1.4 |
Hygiene, sterilisation and till.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 10% | +1.4 |
Care, retention and handling complaints.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 14% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- cut hair
- colour hair
- haircut
- barbering
- Diary, client cards and salon social posts
- Advise cut and colour from references
- Cut, style and finish in the chair
- Colour, highlights and treatments
- Hygiene, sterilisation and till
- Care, retention and handling complaints
Sources for this job· O*NET 39-5012.00· ESCO/ISCO 5141