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Automation Risk Analysis

Will “SPED School Bus Driver (Special Education School Bus Driver)” be Automated?

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AI Exposure Risk

42%

“SPED School Bus Driver (Special Education School Bus Driver)” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 42% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

50%

“SPED School Bus Driver (Special Education School Bus Driver)” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 50% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Bus Drivers, School, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Drive a school bus to transport students. Ensure adherence to safety rules. May assist students in boarding or exiting.

Avg. Annual Salary $46,660
Avg. Hourly Wage $22.44
Available Jobs (US) 387,920
Job Title & Hierarchy Code (SOC) Bus Drivers, School #53-3051
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Bus Drivers, School”

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Core Skills & Abilities

  • Record bus routes.

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

  • Report delays, accidents, or other traffic and transportation situations, using telephones or mobile two-way radios.

  • Read maps and follow written and verbal geographic directions.

  • Drive gasoline, diesel, or electrically powered multi-passenger vehicles to transport students between neighborhoods, schools, and school activities.

  • Comply with traffic regulations to operate vehicles in a safe and courteous manner.

  • Maintain knowledge of first-aid procedures.

  • Make minor repairs to vehicles.

  • Report delinquent student behaviors to school administration.

  • Maintain order among students during trips to ensure safety.

  • 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.

  • Regulate heating, lighting, and ventilation systems for student comfort.

  • Keep bus interiors clean for students.

  • Escort small children across roads and highways.

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

  • Prepare and submit reports that may include the number of students or trips, hours worked, mileage, or fuel consumption.

  • Report any bus malfunctions or needed repairs.

Technologies & Software

  • Waymo (Autonomous Driving)
  • Project44 AI Logistics
  • Gatik AI
  • Web browser software
  • AOL MapQuest
  • Mobileye AI
  • Tesla Autopilot
  • Microsoft Windows
  • Two way radios
  • Tire pressure gauges
  • Cell phones
  • Radio frequency identification RFID devices
  • On-board data input terminals
  • Emergency first-aid kits
  • Wheelchair lifts
  • Snow chains
  • Powered service doors
  • Emergency exit doors
  • Portable fire extinguishers
  • Digital surveillance camera systems
  • Passenger buses
  • Bus warning lights
  • Global positioning system GPS receivers
  • Barcode scanners
  • Wheelchair restraint systems