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?
Plastic surgeon
20%
#443 / 633
View rankingPlastic surgeon
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, photos and informed consent.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Operate: flaps, implants and burns.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Pre-op, markings and what you can actually promise.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Post-op, dressings and reviewing the result.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Emergencies: hand, face and the lip that will not close.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Aesthetics, reconstruction and signing what is cut.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 10% | +1.4 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- plastic surgery
- flaps
- implants
- burns
- hand surgery
- pre-op marking
- post-op dressings
- reconstruction
Sources for this job· O*NET 29-1242.00· ESCO/ISCO 2212