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Automation Risk Analysis

Will “Train Brake Operator” be Automated?

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AI Exposure Risk

49%

“Train 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%

“Train 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

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

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

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

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

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

  • Start diesel engines to warm engines before runs.

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

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

  • Inspect locomotives to detect damaged or worn parts.

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

  • 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.

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

  • Refuel and lubricate engines.

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

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

  • Provide passengers with assistance entering and exiting trains.

  • Connect air hoses to cars, using wrenches.

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

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

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

  • Operate locomotives in emergency situations.

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

  • Climb ladders to tops of cars to set brakes.

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

  • Pull or push track switches to reroute cars.

Technologies & Software

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

Alternative Job Titles