Evolving

Last Update: 2/17/2026

Your role’s AI Resilience Score is

57.5%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

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

Bus Drivers, School

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.

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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.

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Contributing 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

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Stable iconStable

84.4%

84.4%

Microsoft's Working with AI

AI Applicability

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Evolving iconEvolving

45.6%

45.6%

Anthropic's Economic Index

Stable iconStable

73.6%

73.6%

Will Robots Take My Job

Automation Resilience

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Changing fast iconChanging fast

18.8%

18.8%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

0.2%

Growth Percentile:

27.5%

Annual Openings:

61,000

Annual Openings Pct:

83.9%

Analysis of Current AI Resilience

Bus Drivers, School

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

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.

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AI Adoption

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].

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More Career Info

Career: Bus Drivers, School

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

90% ResilienceCore Task

Keep bus interiors clean for passengers.

2

90% ResilienceSupplemental

Make minor repairs to vehicles.

3

85% ResilienceCore Task

Escort small children across roads and highways.

4

80% ResilienceCore Task

Maintain order among pupils during trips to ensure safety.

5

75% ResilienceCore Task

Maintain knowledge of first-aid procedures.

6

70% ResilienceCore Task

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

7

60% ResilienceCore Task

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.

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