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Automation Risk Analysis

Will “Locomotive Fireman” be Automated?

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AI Exposure Risk

49%

“Locomotive 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%

“Locomotive 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

  • Climb ladders to tops of cars to set brakes.

  • Refuel and lubricate engines.

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

  • Inspect locomotives to detect damaged or worn parts.

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

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

  • Operate locomotives in emergency situations.

  • Provide passengers with assistance entering and exiting trains.

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

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

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

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

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

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

  • 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.

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

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

  • Pull or push track switches to reroute cars.

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

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

  • Connect air hoses to cars, using wrenches.

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

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

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

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

Technologies & Software

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

Alternative Job Titles