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Automation Risk Analysis

Will “Fireman” be Automated?

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AI Exposure Risk

49%

“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%

“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

  • 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.

  • Inspect locomotives to detect damaged or worn parts.

  • Refuel and lubricate engines.

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

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

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

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

  • Provide passengers with assistance entering and exiting trains.

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

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

  • 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.

  • Climb ladders to tops of cars to set brakes.

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

  • Operate locomotives in emergency situations.

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

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

  • Start diesel engines to warm engines before runs.

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

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

  • Connect air hoses to cars, using wrenches.

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

  • Pull or push track switches to reroute cars.

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

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

Technologies & Software

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

Alternative Job Titles