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Automation Risk Analysis

Will “Steam Locomotive Firer” be Automated?

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AI Exposure Risk

49%

“Steam Locomotive Firer” 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 Firer” 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

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

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

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

  • Start diesel engines to warm engines before runs.

  • Provide passengers with assistance entering and exiting trains.

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

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

  • 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.

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

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

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

  • Climb ladders to tops of cars to set brakes.

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

  • Refuel and lubricate engines.

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

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

  • 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.

  • Inspect locomotives to detect damaged or worn parts.

  • Pull or push track switches to reroute cars.

  • Connect air hoses to cars, using wrenches.

  • Operate locomotives in emergency situations.

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

  • 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.

Technologies & Software

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

Alternative Job Titles