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Automation Risk Analysis

Will “Railroad Dining Car Steward” be Automated?

Historical Context: Oxford Study (2013)

Ranked #412 of 702. Estimated risk: 75.0%

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AI Exposure Risk

45%

“Railroad Dining Car Steward” 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%

“Railroad Dining Car Steward” 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

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

  • Signal transportation operators to stop or to proceed.

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

  • Perform equipment safety checks prior to departure.

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

  • Determine or facilitate seating arrangements.

  • Explain and demonstrate safety procedures and safety equipment use.

  • Open and close doors for passengers.

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

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

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

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

Technologies & Software

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