Automation index
How much of a Ticket inspector’s job can AI already do?
A validator comes earlier. Walking the train and dealing with no ticket do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Ticket inspector
22%
AI can already do 22% of this job.
#378 / 633
View rankingTicket 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 |
|---|---|---|---|
Validate, fares and the intervention note.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Aisle, the group and the one who hides.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 12% | +2.2 |
Fines, data and what you can ask.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Incident, the full train and calling the conductor.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The insult, keeping calm and not making a scene.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Charge fairly, and not skipping a coach.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- validate tickets
- rail fares
- interventions
- on-train fines
- walk coaches
- call the conductor
- passenger data
- full trains
Sources for this job· O*NET 53-4031.00· ESCO/ISCO 5112
IS WORK OVER?
Musician
21%
#429 / 633
View rankingMusician
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 |
|---|---|---|---|
Compose, arrange and produce demos.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 42% | +7.6 |
Scores, desk rehearsal and setlists.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 30% | +4.8 |
Play in concert, session or pit.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Rehearse with the band and lock the live show.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Contracts, touring and promotion.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
Lessons, commissions and keeping the instrument.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
| Total | 100% | 21% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Compose, arrange and produce demos
- Scores, desk rehearsal and setlists
- Play in concert, session or pit
- Contracts, touring and promotion
- musico
- musician
- instrumentista
- concertista
Sources for this job· O*NET 27-2042.00· ESCO/ISCO 2652