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Automation Risk Analysis

Will “Train Braker” be Automated?

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AI Exposure Risk

49%

“Train Braker” 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%

“Train Braker” 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.

  • Climb ladders to tops of cars to set brakes.

  • Provide passengers with assistance entering and exiting trains.

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

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

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

  • 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.

  • Connect air hoses to cars, using wrenches.

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

  • Start diesel engines to warm engines before runs.

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

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

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

  • Pull or push track switches to reroute cars.

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

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

  • Operate locomotives in emergency situations.

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

  • Refuel and lubricate engines.

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

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

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

  • Inspect locomotives to detect damaged or worn parts.

  • 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.

Technologies & Software

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

Alternative Job Titles