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Automation Risk Analysis

Will “Railcar Brake Operator” be Automated?

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AI Exposure Risk

49%

“Railcar Brake Operator” 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%

“Railcar Brake Operator” 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

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

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

  • 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.

  • Pull or push track switches to reroute cars.

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

  • Start diesel engines to warm engines before runs.

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

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

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

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

  • Climb ladders to tops of cars to set brakes.

  • Connect air hoses to cars, using wrenches.

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

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

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

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

  • Operate locomotives in emergency situations.

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

  • 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.

  • Refuel and lubricate engines.

  • Inspect locomotives to detect damaged or worn parts.

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

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

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

Technologies & Software

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

Alternative Job Titles