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Automation Risk Analysis

Will “Steam Locomotive Fireman” be Automated?

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AI Exposure Risk

49%

“Steam 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%

“Steam 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

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

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

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

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

  • Pull or push track switches to reroute cars.

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

  • Refuel and lubricate engines.

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

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

  • Climb ladders to tops of cars to set brakes.

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

  • Provide passengers with assistance entering and exiting trains.

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

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

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

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

  • Start diesel engines to warm engines before runs.

  • Connect air hoses to cars, using wrenches.

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

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

  • Inspect locomotives to detect damaged or worn parts.

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

  • Operate locomotives in emergency situations.

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

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

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

Technologies & Software

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

Alternative Job Titles