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Automation Risk Analysis

Will “Shop Fireman” be Automated?

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AI Exposure Risk

49%

“Shop 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%

“Shop 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

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

  • Refuel and lubricate engines.

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

  • 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.

  • Inspect locomotives to detect damaged or worn parts.

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

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

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

  • Climb ladders to tops of cars to set brakes.

  • Provide passengers with assistance entering and exiting trains.

  • Pull or push track switches to reroute cars.

  • Start diesel engines to warm engines before runs.

  • Connect air hoses to cars, using wrenches.

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

  • 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.

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

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

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

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

  • Operate locomotives in emergency situations.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles