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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: 4/23/2026
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, School are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.
The career of a school bus driver is labeled as "Somewhat Resilient" because while some tasks are being enhanced by AI, like route planning and safety features, the core responsibilities still require a human touch. Tasks like maintaining order among children and handling unexpected situations can't easily be done by machines.
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
The career of a school bus driver is labeled as "Somewhat Resilient" because while some tasks are being enhanced by AI, like route planning and safety features, the core responsibilities still require a human touch. Tasks like maintaining order among children and handling unexpected situations can't easily be done by machines.
Read full analysisAnalysis of Current AI Resilience
Bus Drivers, School
Updated Quarterly • Last Update: 5/14/2026

Here's some reassuring news: experts agree that AI is currently augmenting school bus drivers — not replacing them. A 2026 industry feature notes that no, robots won't be replacing school bus drivers, but artificial intelligence tools can be used in a number of surprising ways in pupil transportation, from turn-by-turn routing to reinforcing safe driving practices, as detailed in School Bus Fleet's coverage of AI in transportation offices [1]. Today's tools mostly help with paperwork, communication, and safety.
For example, Newsweek reports [2] that First Student will install a suite of Samsara's AI-led technology on 46,000 vehicles in its fleet, including cameras with AI-powered risk detection and in-cab alerts, collision avoidance and hazard detection, predictive safety analytics and post-trip insights. AI is also reshaping routing: Government Technology magazine [3] explains that school districts are turning to artificial intelligence-enabled route-planning tools to optimize routes across a range of criteria, sharpen their efficiencies and reduce the time students spend on buses. Full self-driving buses remain far off — School Transportation News [4] suggests autonomous tech might eventually redeploy school bus drivers as safety aides rather than eliminate them.

Adoption of assistive AI is accelerating because districts are desperate to fix a real problem: K-12 Dive reports [5] that although school bus driver employment has grown by about 2,300 jobs over the past year, the number of positions remains below pre-pandemic levels. AI cameras and route-planners save money and help fewer drivers cover more routes. However, fully autonomous school buses face huge hurdles — parents, school boards, and lawmakers want a trusted adult on board for safety, discipline, and emergencies, and School Transportation News notes [4] that power disruptions have also exposed vulnerabilities in autonomous fleets, raising public concerns about reliability.
So while AI will keep handling routing, paperwork, and hazard alerts, the human skills you bring — calming a nervous kindergartener, reacting to a sudden hazard, building trust with families — remain the heart of the job for many years to come.

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They safely drive students to and from school, making sure everyone follows the rules and stays safe during the ride.
Median Wage
$47,040
Jobs (2024)
387,300
Growth (2024-34)
+0.2%
Annual Openings
61,000
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
Make minor repairs to vehicles.
Maintain order among pupils during trips to ensure safety.
Follow safety rules as students board and exit buses or cross streets near bus stops.
Prepare and submit reports that may include the number of passengers or trips, hours worked, mileage, fuel consumption, or fares received.
Pick up and drop off students at regularly scheduled neighborhood locations, following strict time schedules.
Read maps and follow written and verbal geographic directions.
Report any bus malfunctions or needed repairs.
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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