Bus Drivers, Transit and Intercity: daily tasks & AI impact
This page breaks Bus Drivers, Transit and Intercity into the top 14 daily O*NET tasks and scores each for Generative AI automation probability. Those task scores roll up to an overall vulnerability index of 31/100 (Moderate automation risk). Struck-through rows are ≥80% automatable; highlighted safer rows are under 30% or primarily physical.
High-automation exposure
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Durable human work
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.
| Task | Importance | AI probability | Nature |
|---|---|---|---|
| Drive vehicles over specified routes or to specified destinations according to time schedules, complying with traffic regulations to ensure that passengers have a smooth and safe ride. Core | 4.7 | — | — |
| Park vehicles at loading areas so that passengers can board. Core | 4.54 | — | — |
| Inspect vehicles and check gas, oil, and water levels prior to departure. Core | 4.54 | — | — |
| Announce stops to passengers. Core | 4.5 | — | — |
| Assist passengers, such as elderly or individuals with disabilities, on and off bus, ensure they are seated properly, help carry baggage, and answer questions about bus schedules or routes. Core | 4.34 | — | — |
| Collect tickets or cash fares from passengers. Core | 4.26 | — | — |
| Handle passenger emergencies or disruptions. Core | 4.23 | — | — |
| Report delays or accidents. Core | 4.23 | — | — |
| Advise passengers to be seated and orderly while on vehicles. Core | 4.19 | — | — |
| Read maps to plan bus routes. Supplemental | 4.18 | — | — |
| Regulate heating, lighting, and ventilating systems for passenger comfort. Core | 4.12 | — | — |
| Record information, such as cash receipts and ticket fares, and maintain log book. Core | 4.09 | — | — |
| Maintain cleanliness of bus or motor coach. Core | 3.95 | — | — |
| Load and unload baggage in baggage compartments. Supplemental | 3.69 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Bus Drivers, Transit and Intercity tasks are most exposed to AI?
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Which Bus Drivers, Transit and Intercity tasks are safest from Generative AI?
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
How should I read the Bus Drivers, Transit and Intercity task table?
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.