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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

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

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

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

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

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

  • Inspect locomotives to detect damaged or worn parts.

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

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

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

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

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

  • Operate locomotives in emergency situations.

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

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

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

  • Climb ladders to tops of cars to set brakes.

  • Pull or push track switches to reroute cars.

  • Start diesel engines to warm engines before runs.

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

  • Connect air hoses to cars, using wrenches.

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

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

  • Refuel and lubricate engines.

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

  • Provide passengers with assistance entering and exiting trains.

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

Technologies & Software

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

Alternative Job Titles