Somewhat Resilient

Last Update: 4/23/2026

Your role’s AI Resilience Score is

41.4%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Medium

Contributing sources

AI Resilience Report forBus Drivers, School

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.

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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.

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Analysis of Current AI Resilience

Bus Drivers, School

Updated Quarterly • Last Update: 5/14/2026

Analysis
Suggested Actions
State of Automation

How is AI changing Bus Drivers, School jobs?

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.

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AI Adoption

How fast is AI adoption growing for Bus Drivers, School?

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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More Career Info

Career: Bus Drivers, School

They safely drive students to and from school, making sure everyone follows the rules and stays safe during the ride.

Employment & Wage Data

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

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

94% ResilienceSupplemental

Make minor repairs to vehicles.

2

92% ResilienceCore Task

Maintain order among pupils during trips to ensure safety.

3

88% ResilienceCore Task

Follow safety rules as students board and exit buses or cross streets near bus stops.

4

85% ResilienceCore Task

Prepare and submit reports that may include the number of passengers or trips, hours worked, mileage, fuel consumption, or fares received.

5

82% ResilienceCore Task

Pick up and drop off students at regularly scheduled neighborhood locations, following strict time schedules.

6

78% ResilienceCore Task

Read maps and follow written and verbal geographic directions.

7

65% ResilienceCore Task

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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