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Automation Risk Analysis

Will “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%

“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%

“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

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

  • Determine or facilitate seating arrangements.

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

  • Signal transportation operators to stop or to proceed.

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

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

  • Open and close doors for passengers.

  • Perform equipment safety checks prior to departure.

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

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

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

  • Explain and demonstrate safety procedures and safety equipment use.

Technologies & Software

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