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Automation Risk Analysis

Will “Yard Person” be Automated?

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AI Exposure Risk

49%

“Yard Person” 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 Person” 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

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

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

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

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

  • Inspect locomotives to detect damaged or worn parts.

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

  • 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.

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

  • Operate locomotives in emergency situations.

  • 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.

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

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

  • Start diesel engines to warm engines before runs.

  • Climb ladders to tops of cars to set brakes.

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

  • Refuel and lubricate engines.

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

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

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

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

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

  • Connect air hoses to cars, using wrenches.

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

  • Provide passengers with assistance entering and exiting trains.

Technologies & Software

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

Alternative Job Titles