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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

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

  • Operate locomotives in emergency situations.

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

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

  • 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.

  • Start diesel engines to warm engines before runs.

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

  • 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.

  • Provide passengers with assistance entering and exiting trains.

  • Inspect locomotives to detect damaged or worn parts.

  • Refuel and lubricate engines.

  • Pull or push track switches to reroute cars.

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

  • 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.

  • Climb ladders to tops of cars to set brakes.

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

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

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

  • 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.

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

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

  • Connect air hoses to cars, using wrenches.

Technologies & Software

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

Alternative Job Titles