How likely is AI to replace Bus Drivers, Transit and Intercity?

Published research puts Bus Drivers, Transit and Intercity at 22 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.

Do researchers agree on the risk for Bus Drivers, Transit and Intercity?

Only partly. Individual estimates for Bus Drivers, Transit and Intercity run from 6 to 40 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.

Which transportation roles face similar AI exposure?

The closest published transportation roles to Bus Drivers, Transit and Intercity by score are Refuse and Recyclable Material Collectors (22/100), First-Line Supervisors of Passenger Attendants (23/100), and Bridge and Lock Tenders (21/100). Each has its own page with the research behind its number.

Occupation baseline · Research consensus

Will AI replace Bus Drivers, Transit and Intercity?

Lower risk

Baseline AI displacement risk for Bus Drivers, Transit and Intercity, aggregated from 5 research sources.

What this score means

Bus Drivers, Transit and Intercity is among the least exposed roles in Transportation. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 22 out of 100 it sits close to the Transportation average of 20. Across the 5 sources behind this baseline, individual estimates run from 6 to 40, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Bus Drivers, Transit and Intercity, most central first, showing 12 of 14.

01Drive 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.
02Park vehicles at loading areas so that passengers can board.
03Inspect vehicles and check gas, oil, and water levels prior to departure.
04Announce stops to passengers.
05Assist 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.
06Collect tickets or cash fares from passengers.
07Handle passenger emergencies or disruptions.
08Report delays or accidents.
09Advise passengers to be seated and orderly while on vehicles.
10Regulate heating, lighting, and ventilating systems for passenger comfort.
11Record information, such as cash receipts and ticket fares, and maintain log book.
12Maintain cleanliness of bus or motor coach.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 5 research sources that scored Bus Drivers, Transit and Intercity for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)

Common questions

How likely is AI to replace Bus Drivers, Transit and Intercity?: Published research puts Bus Drivers, Transit and Intercity at 22 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Bus Drivers, Transit and Intercity?: Only partly. Individual estimates for Bus Drivers, Transit and Intercity run from 6 to 40 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which transportation roles face similar AI exposure?: The closest published transportation roles to Bus Drivers, Transit and Intercity by score are Refuse and Recyclable Material Collectors (22/100), First-Line Supervisors of Passenger Attendants (23/100), and Bridge and Lock Tenders (21/100). Each has its own page with the research behind its number.

Also covers

Bus Driver · Bus Operator · CDL Bus Driver (Commercial Driver's License Bus Driver) · Charter Bus Driver · Charter Coach Driver · Charter Driver · City Bus Driver · Coach Operator and related titles

Estimated displacement window

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.