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Automation Risk Analysis

Will “Bus Monitor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #412 of 702. Estimated risk: 75.0%

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AI Exposure Risk

45%

“Bus Monitor” 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 Monitor” 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

  • Determine or facilitate seating arrangements.

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

  • Signal transportation operators to stop or to proceed.

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

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

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

  • Explain and demonstrate safety procedures and safety equipment use.

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

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

  • Open and close doors for passengers.

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

  • Perform equipment safety checks prior to departure.

Technologies & Software

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