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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Last Update: 5/19/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
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.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
Bus Drivers, Transit and Intercity are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.
Bus driving is labeled "Somewhat Resilient" because while AI is genuinely changing parts of this job, the core work of safely moving people still depends heavily on human judgment, quick decision-making, and the kind of calm, caring presence that technology can't easily replicate. Administrative tasks like route paperwork and parent communication are already being handled by AI tools, and small-scale driverless pilots are testing what's possible — so the job *is* evolving.
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 somewhat resilient
Bus driving is labeled "Somewhat Resilient" because while AI is genuinely changing parts of this job, the core work of safely moving people still depends heavily on human judgment, quick decision-making, and the kind of calm, caring presence that technology can't easily replicate. Administrative tasks like route paperwork and parent communication are already being handled by AI tools, and small-scale driverless pilots are testing what's possible — so the job *is* evolving.
Read full analysisAnalysis of Current AI Resilience
Bus Driver
Updated Quarterly • Last Update: 5/14/2026

If you're worried that buses will drive themselves tomorrow, take a breath — the reality in 2026 is more about helping drivers than replacing them. The biggest changes are happening behind the scenes, in offices and on test tracks. School transportation director Melody Coniglio recently wrote that "Artificial intelligence isn't replacing transportation professionals.
It strengthens them" [1], with tools like ChatGPT handling parent emails, board reports, and route paperwork — exactly the kind of logging and reporting tasks bus drivers also do. On the road, fully driverless buses are still small-scale pilots: the American Public Transportation Association just formed an Automated Vehicles Innovation Committee [2] in early 2026 to help agencies share lessons from places like Jacksonville's autonomous shuttle program. Atlanta is launching the world's first public test of Glydways driverless electric pods on private guideways, aiming to move 10,000 people per hour [3] starting December 2026 — but these are special-purpose pods, not city buses.
As one Seattle transit analyst notes, autonomous vehicles "may allow Metro to provide fixed services in low ridership areas" [4] using small shuttles, while traditional bus routes still need human drivers.

Adoption is moving slowly for some very human reasons. The U.S. Bureau of Labor Statistics still projects about 81,800 openings for bus drivers each year through 2034 [5] — there's a real shortage, not a surplus. An Urban Institute report shared by Smart Cities Dive found transit agencies struggle to recruit and retain frontline workers due to wages, 24/7 schedules, and strict qualifications [6], which actually pushes agencies toward automation for paperwork — but full driverless deployment faces big hurdles: safety regulations, union concerns, expensive sensors, and passengers who still want a human to handle emergencies, kids, disruptions, and accessibility.
Human judgment, kindness under pressure, and quick decision-making remain skills technology can't easily copy — and those are exactly the skills that keep this career meaningful.

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They drive buses to safely transport people around cities or between towns, following schedules and making stops along the way.
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.
Load and unload baggage in baggage compartments.
Make minor repairs to vehicle and change tires.
Advise passengers to be seated and orderly while on vehicles.
Park vehicles at loading areas so that passengers can board.
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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