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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

  • 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.

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

  • Make minor repairs to vehicles.

  • Escort small children across roads and highways.

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

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

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

  • Keep bus interiors clean for students.

  • Record bus routes.

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

  • Report any bus malfunctions or needed repairs.

  • Maintain knowledge of first-aid procedures.

  • Read maps and follow written and verbal geographic directions.

  • Report delinquent student behaviors to school administration.

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

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

Technologies & Software

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