Somewhat Resilient
Last Update: 10/7/2026
AI Resilience Score for Bus Drivers, School:
45.2%
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.
AI Resilience Report forBus Drivers, School
$47,920 median salary•56,500 annual openings•SOC Code: 53-3051.00
Bus Drivers, School are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.
Bus driving is "Somewhat Resilient" because the most important parts of the job, keeping kids safe, maintaining order on the bus, and making real-time judgment calls with children in your care, are things AI simply cannot do today. That said, meaningful change is already happening in the background: AI tools are automating route planning, optimizing schedules, and handling dispatch decisions that used to take human coordinators months to complete.
Learn more about how you can thrive in this position
This role is somewhat resilient
Bus driving is "Somewhat Resilient" because the most important parts of the job, keeping kids safe, maintaining order on the bus, and making real-time judgment calls with children in your care, are things AI simply cannot do today. That said, meaningful change is already happening in the background: AI tools are automating route planning, optimizing schedules, and handling dispatch decisions that used to take human coordinators months to complete.
Read full analysisAnalysis of current AI resilience
Bus Drivers, School
Updated quarterly
How can Bus Drivers, School prepare for AI?
Latest AI news for Bus Drivers, School
These articles highlight the evolving role of AI in school bus driving, emphasizing the importance of adaptability. For instance, the article from Safefleet discusses how AI driver monitoring enhanced safety through real-time coaching, showcasing human-AI collaboration. Meanwhile, the analysis on AI replacement risk reveals that while some tasks may be automated, the unique human elements in decision-making and accountability remain crucial. Students can leverage this knowledge to build resilience in their careers, focusing on skills that complement AI advancements while ensuring student safety and well-being.
Will AI Replace Bus Drivers, School? AI Risk Score: 67/100
www.replacedbai.com • 9/20/2026
Bus Drivers, School have a high AI replacement risk (67/100). See what AI can automate, what still needs humans, and how to future-proof your career.
Will AI Replace School Bus Drivers in 2026?
aicareerindex.com • 9/20/2026
AI will not replace School Bus Drivers where the work involves strategic supply chain decisions, complex supplier negotiation, or accountability for end-to-end ...
AI Driver Monitoring Lessons for School Bus-Safe Fleet Blog
www.safefleet.net • 9/20/2026
Apr 22, 2026 — Learn how one school district used AI driver monitoring to improve safety culture, enable real‑time coaching and reduce risk inside the ...
Will AI Replace Bus Drivers, School? Risk, Tasks & Timeline
canaireplacemyjob.com • 9/20/2026
Aug 20, 2026 — Explore the 46% modeled AI task exposure for Bus Drivers, School, the 2–4 years impact window, tasks AI can assist, and human strengths that ...
Enhanced smart commuting with artificial intelligence for ...
www.nature.com • 9/20/2026
by H Hossam · 2026 · Cited by 2 — ESC.AI introduces a unified, intelligent approach to school transportation safety by integrating health monitoring, behavioral analysis, ... Read more
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.
Parent Careers
Employment & Wage Data
Median Wage
$47,920
Jobs (2025)
396,800
Growth (2025-35)
+0.7%
Annual Openings
56,500
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Escort small children across roads and highways.
2
Maintain order among students during trips to ensure safety.
3
Follow safety rules as students board and exit buses or cross streets near bus stops.
4
Drive gasoline, diesel, or electrically powered multi-passenger vehicles to transport students between neighborhoods, schools, and school activities.
5
Pick up and drop off students at regularly scheduled neighborhood locations, following strict time schedules.
6
Make minor repairs to vehicles.
7
Comply with traffic regulations to operate vehicles in a safe and courteous manner.
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.
