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 safely drive students to and from school, making sure everyone follows the rules and stays safe during the ride.
This role is evolving
The career of a school bus driver is labeled as "Evolving" because while AI is being integrated to help with tasks like route planning and safety monitoring, these technologies are mainly there to assist rather than replace the driver. Human elements like caring for children and handling unexpected situations are still essential and hard to automate.
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 school bus driver is labeled as "Evolving" because while AI is being integrated to help with tasks like route planning and safety monitoring, these technologies are mainly there to assist rather than replace the driver. Human elements like caring for children and handling unexpected situations are still essential and hard to automate.
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
Anthropic's Economic Index
AI Resilience
Will Robots Take My Job
Automation Resilience
Medium 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 Drivers, School
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
Today’s school buses use some smart safety tools, but they still depend on human drivers. For example, many buses now have AI-driven features like 360° cameras and automatic emergency braking to help pilots see blind spots and stop in time [1]. On-board cameras even watch the driver and can alert if the driver seems tired or distracted [1].
A few cities have tested fully driverless shuttle buses (for adults) on fixed routes. In Barcelona, Renault ran an electric “driverless” mini-bus on a short loop [2]. But these trials are very limited.
Experts note that autonomous vehicles still face many practical hurdles before replacing a person [3]. In fact, a bus drivers’ union in Ohio won a deal that no self-driving buses could be used without their okay [3], showing how cautious people are about removing the human driver.
Other tasks of school bus drivers are also largely done by people. Drivers still call or text dispatch about delays or problems, though many buses have GPS trackers that automatically share location. Modern buses can send engine alerts or diagnostics ahead of breaks, but the driver or mechanic still handles repairs.
Tasks like keeping kids orderly on the bus or helping little ones cross the street are not automated at all: we found no examples of robots doing that. Even interior cleaning is done by hand. In short, technology today mostly adds smart sensors and software to support drivers [1] [1].
But the caring, hands-on parts of the job (watching children, solving surprises) remain human tasks.

AI in the real world
Several factors make AI adoption in school buses slow and careful. First, safety and laws are strict when children are involved. Regulators and communities are wary: for example, after a driverless car (Waymo) accidentally passed a stopped school bus, authorities investigated and Waymo had to recall its software for that scenario [3].
At the same time, labor agreements can block rapid change – the Ohio union agreement forbids driverless buses without union approval [3]. These show how legal and social caution can limit adopting full self-driving.
On the other hand, there are pressures that might speed up some automation. Many districts face a shortage of school bus drivers. But garages and schools are often tight on money, so expensive new technologies must prove they save costs.
Right now, most AI tools being added are meant to assist drivers, not fire them. For instance, computer software helps plan more efficient routes and video systems coach drivers with feedback [1]. In the future, as the technology matures, some driving tasks might become automated – but experts say the human skills of caring for children and reacting to surprises will still be very hard to replace.
In other words, AI can help make buses safer and schedules better, but a responsible adult on board will still be important [3] [1].

Help us improve this report.
Tell us if this analysis feels accurate or we missed something.
Share your feedback
Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.
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
Keep bus interiors clean for passengers.
Make minor repairs to vehicles.
Escort small children across roads and highways.
Maintain order among pupils during trips to ensure safety.
Maintain knowledge of first-aid procedures.
Follow safety rules as students board and exit buses or cross streets near bus stops.
Check the condition of a vehicle's tires, brakes, windshield wipers, lights, oil, fuel, water, and safety equipment to ensure that everything is in working order.
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.

© 2026 CareerVillage.org. All rights reserved.
The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.
Built with ❤️ by Sandbox Web
The AI Resilience Report is governed by CareerVillage.org’s Privacy Policy and Terms of Service. This site is not affiliated with Anthropic, Microsoft, or any other data provider and doesn't necessarily represent their viewpoints. This site is being actively updated, and may sometimes contain errors or require improvement in wording or data. To report an error or request a change, please contact air@careervillage.org.