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Automation Risk Analysis

Will “Fare Enforcement Officer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #412 of 702. Estimated risk: 75.0%

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AI Exposure Risk

45%

“Fare Enforcement Officer” 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%

“Fare Enforcement Officer” 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.

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

  • Open and close doors for passengers.

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

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

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

  • Determine or facilitate seating arrangements.

  • Signal transportation operators to stop or to proceed.

  • Explain and demonstrate safety procedures and safety equipment use.

Technologies & Software

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