Automation index
How much of a Bus driver’s job can AI already do?
The timetable generates itself. Carrying 50 people, an amber light, and a child at the crossing do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Bus driver
15%
AI can already do 15% of this job.
#630 / 643
View rankingBus driver
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 |
|---|---|---|---|
Run sheet, logs and clocking.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Drive the route or the charter.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Stops, accessibility and fare or validation.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 10% | +1.8 |
Incidents, diversions and passenger care.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Pre-trip check and defect reports.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
Shifts, fatigue and driving rules.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
| Total | 100% | 15% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- drive
- route
- load goods
- Run sheet, logs and clocking
- Drive the route or the charter
- Incidents, diversions and passenger care
- Pre-trip check and defect reports
- Shifts, fatigue and driving rules
- conductor de autobus
- bus driver
Sources for this job· O*NET 53-3052.00· ESCO/ISCO 8331
IS WORK OVER?
Tattoo artist
16%
#622 / 643
View rankingTattoo artist
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 |
|---|---|---|---|
Sketches, stencils and portfolio.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Bookings, consent and written aftercare.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 28% | +3.9 |
Tattoo: line, shade and pain.EstimateNo public source provides a precise figure. This is our estimate. | 26% | 4% | +1 |
Hygiene, sterilisation and waste.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 8% | +1.3 |
Advise, cut the design and say no.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
Shop brand and aftercare in person.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 16% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Sketches, stencils and portfolio
- Bookings, consent and written aftercare
- Tattoo: line, shade and pain
- Hygiene, sterilisation and waste
- Advise, cut the design and say no
- Shop brand and aftercare in person
- tatuador
- tattoo
- tatuaje
Sources for this job· O*NET 27-1019.00· ESCO/ISCO 5142