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Automation Risk Analysis

Will “Bus Aide” be Automated?

Historical Context: Oxford Study (2013)

Ranked #412 of 702. Estimated risk: 75.0%

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AI Exposure Risk

45%

“Bus Aide” 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 45% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“Bus Aide” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 33% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Passenger Attendants, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide services to ensure the safety of passengers aboard ships, buses, trains, or within the station or terminal. Perform duties such as explaining the use of safety equipment, serving meals or beverages, or answering questions related to travel.

Avg. Annual Salary $38,480
Avg. Hourly Wage $18.50
Available Jobs (US) 25,340
Job Title & Hierarchy Code (SOC) Passenger Attendants #53-6061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Passenger Attendants”

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Core Skills & Abilities

  • Perform equipment safety checks prior to departure.

  • Determine or facilitate seating arrangements.

  • Open and close doors for passengers.

  • Signal transportation operators to stop or to proceed.

  • Provide customers with information on routes, gates, prices, timetables, terminals, or concourses.

  • Greet passengers boarding transportation equipment and announce routes and stops.

  • Explain and demonstrate safety procedures and safety equipment use.

  • Count and verify tickets and seat reservations and record numbers of passengers boarding and disembarking.

  • Provide boarding assistance to elderly, sick, or injured people.

  • Adjust window shades or seat cushions at the request of passengers.

  • Respond to passengers' questions, requests, or complaints.

  • Secure passengers for transportation by buckling seatbelts or fastening wheelchairs with tie-down straps.

Technologies & Software

  • Tesla Autopilot
  • Time tracking software
  • Mobileye AI
  • Waymo (Autonomous Driving)
  • Microsoft Office software
  • Project44 AI Logistics
  • Appointment scheduling software
  • Gatik AI
  • Microsoft Word
  • Email software
  • Microsoft Windows
  • Vehicle seat belts
  • Work vans
  • Ticket punches
  • Tie downs
  • Parking signs
  • Mobile radios
  • Digital video cameras
  • High-powered flashlights
  • First aid equipment
  • Light trucks
  • Computerized cash registers
  • Wheelchairs
  • Restraining harnesses
  • Portable barricades
  • Power staplers
  • Parking control cones
  • Barcode scanners
  • Wheelchair clamping devices
  • Mechanical lifts
  • Notebook computers