Transport students or special clients, such as the elderly or persons with disabilities. Ensure adherence to safety rules. May assist passengers in boarding or exiting.
14 of 15 tasks have some AI capability
Exposure Trend
This score reflects estimated AI technical capability for tasks in this occupation. It does not predict employment changes, and it does not account for company-specific constraints, regulation, or adoption barriers.
Report any bus malfunctions or needed repairs.
AI: Fully automatable - Onboard diagnostics and telematics can detect malfunctions and automatically generate and transmit repair reports without human intervention.
Maintain knowledge of first-aid procedures.
AI: Fully automatable - AI can provide up-to-date training, automated refreshers, simulations, and real‑time step‑by‑step guidance to effectively maintain and deliver first‑aid knowledge.
Prepare and submit reports that may include the number of passengers or trips, hours worked, mileage, fuel consumption, or fares received.
AI: Fully automatable - Automated sensors, fare systems, and vehicle telematics can log passenger counts, trips, hours, mileage, and fuel use and generate and submit reports automatically.
Read maps and follow written and verbal geographic directions.
AI: Fully automatable - Navigation systems combined with GPS and voice interfaces can read maps and follow written and verbal geographic directions reliably.
Regulate heating, lighting, and ventilation systems for passenger comfort.
AI: Fully automatable - Heating, lighting, and ventilation systems are routinely automated and can be fully regulated by AI for passenger comfort.
Report delays, accidents, or other traffic and transportation situations, using telephones or mobile two-way radios.
AI: Fully automatable - AI systems integrated with telematics and dispatch platforms can detect delays/accidents and automatically report them via phone APIs or radio gateways in real time.
Comply with traffic regulations to operate vehicles in a safe and courteous manner.
AI: Partial - Autonomous driving systems can handle many controlled environments, but reliably complying with all traffic regulations and courteous driving across the full range of real-world transit contexts is only partially automated as of 2025.
Follow safety rules as students board and exit buses or cross streets near bus stops.
AI: Partial - Sensors and cameras can detect boarding/exiting and provide warnings, but the situational judgement and direct supervision needed for student safety near streets is not fully automatable.
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.
AI: Partial - AI can use cameras, sensors, and telematics to detect many tire, fluid, light, and equipment issues but some tactile/manual checks (e.g., brake feel or certain wear inspections) still require a human.
Maintain order among pupils during trips to ensure safety.
AI: Partial - Automated monitoring and alerting can assist in maintaining pupil order, but nuanced interpersonal management and enforcement of discipline on trips remain dependent on human supervision.
Pick up and drop off students at regularly scheduled neighborhood locations, following strict time schedules.
AI: Partial - AI can plan routes, optimize schedules, and provide partial autonomous driving, but fully automated pickup/drop-off of students is constrained by safety, legal, and supervision requirements.
Drive gasoline, diesel, or electrically powered multi-passenger vehicles to transport students between neighborhoods, schools, and school activities.
AI: Partial - Autonomous driving technology can operate multi-passenger vehicles in many controlled conditions, but fully driverless transportation of students remains limited by safety, regulatory, and supervision challenges.
Keep bus interiors clean for passengers.
AI: Partial - Robotic cleaning and scheduling can automate many interior cleaning tasks, but thorough cleaning and sanitization of bus interiors still often require human attention.
Make minor repairs to vehicles.
AI: Partial - AI can diagnose issues and provide step‑by‑step repair guidance, but autonomous physical execution of varied field repairs remains limited in 2025.
Escort small children across roads and highways.
AI: Not automatable - AI cannot reliably perform the physical, supervisory, and legally sensitive task of escorting small children across roads given safety, interaction, and regulatory constraints as of 2025.