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Automation Risk Analysis

Will “Bus Attendant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #412 of 702. Estimated risk: 75.0%

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AI Exposure Risk

45%

“Bus Attendant” 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 Attendant” 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

  • Explain and demonstrate safety procedures and safety equipment use.

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

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

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

  • Perform equipment safety checks prior to departure.

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

  • Signal transportation operators to stop or to proceed.

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

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

  • Open and close doors for passengers.

  • Determine or facilitate seating arrangements.

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

Technologies & Software

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