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?
Research scientist
27%
#139 / 633
View rankingResearch scientist
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 |
|---|---|---|---|
Literature review, figures and drafts.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 48% | +10.6 |
Analysis, code and experiment boards.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 42% | +7.6 |
Design the study and the controls.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Run the experiment or the fieldwork.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Lead a group, theses and authorship fights.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
Win funding and answer reviewers.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Literature review, figures and drafts
- Analysis, code and experiment boards
- Design the study and the controls
- Run the experiment or the fieldwork
- Lead a group, theses and authorship fights
- Win funding and answer reviewers
- cientifico
- investigador
- research scientist
Sources for this job· O*NET 19-1029.00· ESCO/ISCO 2131