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Automation Risk Analysis

Will “Railroad Fireman” be Automated?

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AI Exposure Risk

49%

“Railroad Fireman” 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%

“Railroad Fireman” 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

  • Connect air hoses to cars, using wrenches.

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

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

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

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

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

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

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

  • Operate locomotives in emergency situations.

  • Refuel and lubricate engines.

  • Climb ladders to tops of cars to set brakes.

  • 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.

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

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

  • Pull or push track switches to reroute cars.

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

  • Start diesel engines to warm engines before runs.

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

  • Provide passengers with assistance entering and exiting trains.

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

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

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

  • Inspect locomotives to detect damaged or worn parts.

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

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

Technologies & Software

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

Alternative Job Titles