Automation index
How much of a Traffic warden’s job can AI already do?
A camera and a stock ticket come earlier. Running a junction and taking the abuse do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Traffic warden
21%
AI can already do 21% of this job.
#405 / 633
View rankingTraffic warden
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 |
|---|---|---|---|
Tickets, photos and the plate record.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Junction, closure and the rush-hour jam.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Tow, parking and the one who stands in the way.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Events, races and the day’s operation.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Deal, explain and the insult in the street.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
A fair ticket, and not making a scene.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 21% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- issue tickets
- run junctions
- tow vehicles
- control events
- read plates
- close roads
- parking
- deal with drivers
Sources for this job· O*NET 33-3041.00· ESCO/ISCO 3355
IS WORK OVER?
Occupational trainer
23%
#295 / 633
View rankingOccupational trainer
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, rubrics and course paperwork.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Teach, tutor and hold the room.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 12% | +2.6 |
Placements, firms and follow-up.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Assess, diplomas and evidence for the agency.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Mixed group, absences and conflict.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Not leaving someone without the certificate.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 23% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Plan, rubrics and course paperwork
- Teach, tutor and hold the room
- Placements, firms and follow-up
- Mixed group, absences and conflict
- formador ocupacional
- formador sepe
- occupational trainer
Sources for this job· O*NET 25-3021.00· ESCO/ISCO 2320