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Automation Risk Analysis

Will “Yard Brakeman” be Automated?

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AI Exposure Risk

49%

“Yard Brakeman” 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%

“Yard Brakeman” 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

  • Start diesel engines to warm engines before runs.

  • Provide passengers with assistance entering and exiting trains.

  • Climb ladders to tops of cars to set brakes.

  • 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.

  • 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.

  • 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.

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

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

  • Inspect locomotives to detect damaged or worn parts.

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

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

  • Pull or push track switches to reroute cars.

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

  • Refuel and lubricate engines.

  • 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.

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

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

  • 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.

  • Connect air hoses to cars, using wrenches.

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

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

Technologies & Software

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

Alternative Job Titles