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Automation Risk Analysis

Will “Air Brake Operator” be Automated?

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AI Exposure Risk

49%

“Air 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%

“Air 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

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

  • Pull or push track switches to reroute cars.

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

  • Climb ladders to tops of cars to set brakes.

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

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

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

  • 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.

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

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

  • Connect air hoses to cars, using wrenches.

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

  • Start diesel engines to warm engines before runs.

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

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

  • Provide passengers with assistance entering and exiting trains.

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

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

  • Refuel and lubricate engines.

  • Operate locomotives in emergency situations.

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

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

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

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

Technologies & Software

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

Alternative Job Titles