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Automation Risk Analysis

Will “Switch Coupler” be Automated?

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AI Exposure Risk

49%

“Switch Coupler” 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%

“Switch Coupler” 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

  • Inspect locomotives to detect damaged or worn parts.

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

  • 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.

  • Provide passengers with assistance entering and exiting trains.

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

  • 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.

  • 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.

  • Start diesel engines to warm engines before runs.

  • 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.

  • Connect air hoses to cars, using wrenches.

  • Climb ladders to tops of cars to set brakes.

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

  • 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.

  • Refuel and lubricate engines.

  • Operate locomotives in emergency situations.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles