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Automation Risk Analysis

Will “Ground Transportation Monitor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #412 of 702. Estimated risk: 75.0%

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AI Exposure Risk

45%

“Ground Transportation 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%

“Ground Transportation 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

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

  • Perform equipment safety checks prior to departure.

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

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

  • Determine or facilitate seating arrangements.

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

  • Signal transportation operators to stop or to proceed.

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

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

  • Explain and demonstrate safety procedures and safety equipment use.

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

  • Open and close doors for passengers.

Technologies & Software

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