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Automation Risk Analysis

Will “Rail Worker” be Automated?

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AI Exposure Risk

49%

“Rail Worker” 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%

“Rail Worker” 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

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

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

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

  • Inspect locomotives to detect damaged or worn parts.

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

  • Climb ladders to tops of cars to set brakes.

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

  • Provide passengers with assistance entering and exiting trains.

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

  • Pull or push track switches to reroute cars.

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

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

  • Refuel and lubricate engines.

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

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

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

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

  • Start diesel engines to warm engines before runs.

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

  • Connect air hoses to cars, using wrenches.

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

  • Operate locomotives in emergency situations.

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

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

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

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

Technologies & Software

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

Alternative Job Titles