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Automation Risk Analysis

Will “Trip Rider” be Automated?

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AI Exposure Risk

49%

“Trip Rider” 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 49% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

58%

“Trip Rider” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 58% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Railroad Brake, Signal, and Switch Operators and Locomotive Firers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate or monitor railroad track switches or locomotive instruments. May couple or uncouple rolling stock to make up or break up trains. Watch for and relay traffic signals. May inspect couplings, air hoses, journal boxes, and hand brakes. May watch for dragging equipment or obstacles on rights-of-way.

Avg. Annual Salary $63,170
Avg. Hourly Wage $30.37
Available Jobs (US) 12,460
Job Title & Hierarchy Code (SOC) Railroad Brake, Signal, and Switch Operators and Locomotive Firers #53-4022
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Railroad Brake, Signal, and Switch Operators and Locomotive Firers”

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Core Skills & Abilities

  • Provide passengers with assistance entering and exiting trains.

  • Pull or push track switches to reroute cars.

  • Signal locomotive engineers to start or stop trains when coupling or uncoupling cars, using hand signals, lanterns, or radio communication.

  • Conduct brake tests to determine the condition of brakes on trains.

  • Refuel and lubricate engines.

  • Observe train signals along routes and verify their meanings for engineers.

  • Operate locomotives in emergency situations.

  • Connect air hoses to cars, using wrenches.

  • Observe signals from other crew members so that work activities can be coordinated.

  • Inspect locomotives to detect damaged or worn parts.

  • Monitor trains as they go around curves to detect dragging equipment and smoking journal boxes.

  • Operate and drive locomotives, diesel switch engines, dinkey engines, flatcars, and railcars in train yards and at industrial sites.

  • Climb ladders to tops of cars to set brakes.

  • Check to see that trains are equipped with supplies such as fuel, water, and sand.

  • Observe tracks from left sides of locomotives to detect obstructions on tracks.

  • Start diesel engines to warm engines before runs.

  • Ride atop cars that have been shunted, and turn handwheels to control speeds or stop cars at specified positions.

  • Set flares, flags, lanterns, or torpedoes in front and at rear of trains during emergency stops to warn oncoming trains.

  • Signal other workers to set brakes and to throw track switches when switching cars from trains to way stations.

  • Receive oral or written instructions from yardmasters or yard conductors indicating track assignments and cars to be switched.

  • Monitor oil, temperature, and pressure gauges on dashboards to determine if engines are operating safely and efficiently.

  • Raise levers to couple and uncouple cars for makeup and breakup of trains.

  • Inspect tracks, cars, and engines for defects and to determine service needs, sending engines and cars for repairs as necessary.

  • Record numbers of cars available, numbers of cars sent to repair stations, and types of service needed.

  • Make minor repairs to couplings, air hoses, and journal boxes, using hand tools.

  • Inspect couplings, air hoses, journal boxes, and handbrakes to ensure that they are securely fastened and functioning properly.

Technologies & Software

  • Project44 AI Logistics
  • Electronic train management system software
  • Time tracking software
  • Mobileye AI
  • Electronic train management systems ETMS
  • Google Android
  • Waymo (Autonomous Driving)
  • Route mapping software
  • Microsoft Outlook
  • Microsoft Office software
  • Microsoft Excel
  • Gatik AI
  • Tesla Autopilot
  • Cut-off valves
  • Rail cargo cars
  • Diesel powered generators
  • Protective glasses
  • Switch handles
  • Mobile radios
  • Safety air horns
  • Signal flares
  • Dynamic braking systems
  • Steam powered train engines
  • Speed gauges
  • Dinky engines
  • Temperature gauges
  • Generator electrical control panels
  • Steel toe boots
  • Remote control locomotives
  • Safety gloves
  • Battery gauges
  • Circuit breakers
  • Mobile scaffolding
  • Track switching systems
  • Desktop computers
  • Buffer stops
  • Equipment couplers
  • Philips head screwdrivers
  • Dinkey engines
  • Air horns
  • Derailers
  • Electric freight engines
  • Locomotive airbrakes
  • Car pullers
  • Hand brakes
  • Signaling lanterns
  • Locomotive wheel chocks
  • Freight car air brakes
  • Ground throw switches
  • Diesel-electric freight engines
  • Air pressure gauges
  • Electric powered freight engines
  • Track switches
  • Accelerometers
  • Automatic track switching systems
  • Diesel freight engines
  • Signal flags
  • Load current indicating meters
  • Dock boards
  • Rail flaw detection machines
  • Rail flaw detector cars
  • Manual rail switches
  • Reflective vests
  • Clamp-on ammeters
  • Railroad track switches
  • Oil pressure gauges
  • Straight screwdrivers
  • Specialty wrench sets
  • Dry chemical fire extinguishers
  • Steel-toes boots
  • Diesel powered freight engines
  • Gas turbine-electric freight engines
  • Diesel switch engines
  • Steam pressure gauges

Alternative Job Titles