Last Update: 2/17/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
They drive buses to safely transport people around cities or between towns, following schedules and making stops along the way.
This role is evolving
The career of a bus driver is labeled as "Evolving" because AI is starting to take over routine tasks like precise parking and cleaning, allowing drivers to focus more on safety and passenger care. While fully self-driving buses are still in trials, current AI tools are assisting drivers rather than replacing them, making the job safer and more interesting.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is evolving
The career of a bus driver is labeled as "Evolving" because AI is starting to take over routine tasks like precise parking and cleaning, allowing drivers to focus more on safety and passenger care. While fully self-driving buses are still in trials, current AI tools are assisting drivers rather than replacing them, making the job safer and more interesting.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
Microsoft's Working with AI
AI Applicability
Will Robots Take My Job
Automation Resilience
High Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Bus Driver
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
AI tools are already helping bus drivers with some smaller tasks. For example, transit agencies use smart sensors and cameras to spot accidents or delays automatically instead of the driver reporting them by hand [1]. In Paris, an experiment showed a bus driving itself out of a garage and into a parking bay on its own [2], and Volvo is testing an automated system that guides buses to dock precisely at stops without the driver having to steer every inch [3].
Cleaning is also being automated: researchers at a U.S. transit lab built “Yogi-BOT” robots to disinfect and tidy buses, taking over what was a driver or staff cleaning job [4]. Fully self-driving buses are still mostly in trials, but one mini-bus in Barcelona ran on public streets with nobody at the wheel [5]. Other driver tasks – like handling emergencies, talking to riders, and managing schedules – remain human-led for now, though electronic ticket machines and apps already automate much of the fare-collection and record-keeping work.

AI in the real world
AI adoption in bus transit is gradual and driven by both costs and trust. Companies have the tech (cameras, software, sensors) but it’s expensive compared to paying drivers, so most systems “augment” drivers rather than replace them [5] [3]. Safety rules and public comfort also slow full automation – regulators insist on proof of no accidents before wide rollout [5].
On the positive side, some drivers welcome these tools: a Volvo study found drivers “appreciate” AI help when docking buses [3]. In places with bus driver shortages or rising wages, companies might invest more in automation over time. Overall, experts say human skills – like watching the road, adapting to surprises, and caring for passengers – remain crucial.
Right now, AI tends to do routine tasks (like precise parking or cleaning) so drivers can focus on safety and people, making the job safer and more interesting rather than disappearing. [4] [5]

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Median Wage
$57,440
Jobs (2024)
158,800
Growth (2024-34)
+4.3%
Annual Openings
20,900
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Record information, such as cash receipts and ticket fares, and maintain log book.
Handle passenger emergencies or disruptions.
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.
Make minor repairs to vehicle and change tires.
Advise passengers to be seated and orderly while on vehicles.
Load and unload baggage in baggage compartments.
Inspect vehicles and check gas, oil, and water levels prior to departure.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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