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AI Risk Comparison

Bus Drivers, School vs Automotive and Watercraft Service Attendants

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Bus Drivers, School
Higher risk
Automotive and Watercraft Service Attendants
Risk gap
0 points
TransportationO*NET: 53-3051.00

Bus Drivers, School

Drive a school bus to transport students. Ensure adherence to safety rules. May assist students in boarding or exiting.

AI Risk Score

67/100
High

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • 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.
  • Prepare and submit reports that may include the number of students or trips, hours worked, mileage, or fuel consumption.
  • Monitoring Processes, Materials, or Surroundings
  • Documenting/Recording Information

Top skills

Active Listening3.38/5
Critical Thinking3.38/5
Monitoring3.38/5
Social Perceptiveness3.25/5
Speaking3.12/5

Recommended career pivots

School Bus Monitors37/100Bus Drivers, Transit and Intercity67/100Taxi Drivers20/100Shuttle Drivers and Chauffeurs76/100Subway and Streetcar Operators63/100
TransportationO*NET: 53-6031.00

Automotive and Watercraft Service Attendants

Service automobiles, buses, trucks, boats, and other automotive or marine vehicles with fuel, lubricants, and accessories. Collect payment for services and supplies. May lubricate vehicle, change motor oil, refill antifreeze, or replace lights or other accessories, such as windshield wiper blades or fan belts. May repair or replace tires.

AI Risk Score

67/100
High

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Check tire pressure and levels of fuel, motor oil, transmission, radiator, battery, or other fluids, adding air or fluids as required.
  • Updating and Using Relevant Knowledge
  • Processing Information
  • Monitoring Processes, Materials, or Surroundings

Top skills

Active Listening3.12/5
Speaking3.12/5
Service Orientation3.12/5
Operation and Control3.12/5
Time Management3.12/5

Recommended career pivots

Automotive Service Technicians and Mechanics72/100Pump Operators, Except Wellhead Pumpers88/100Maintenance Workers, Machinery64/100Cleaners of Vehicles and Equipment85/100Home Appliance Repairers59/100

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