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Automation Risk Analysis

Will “Bus Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #412 of 702. Estimated risk: 75.0%

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AI Exposure Risk

45%

“Bus Assistant” 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 Assistant” 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

  • Open and close doors for passengers.

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

  • Signal transportation operators to stop or to proceed.

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

  • 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.

  • Determine or facilitate seating arrangements.

  • Explain and demonstrate safety procedures and safety equipment use.

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

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

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

Technologies & Software

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