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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

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

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

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

  • Refuel and lubricate engines.

  • Inspect locomotives to detect damaged or worn parts.

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

  • 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.

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

  • Operate locomotives in emergency situations.

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

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

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

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

  • 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.

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

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

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

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

  • Pull or push track switches to reroute cars.

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

  • Climb ladders to tops of cars to set brakes.

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

  • Connect air hoses to cars, using wrenches.

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

Technologies & Software

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

Alternative Job Titles