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Automation Risk Analysis

Will “Railcar Mechanic” be Automated?

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AI Exposure Risk

49%

“Railcar Mechanic” 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 Mechanic” 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 tracks from left sides of locomotives to detect obstructions on tracks.

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

  • 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.

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

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

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

  • Start diesel engines to warm engines before runs.

  • Provide passengers with assistance entering and exiting trains.

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

  • Operate locomotives in emergency situations.

  • Refuel and lubricate engines.

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

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

  • Connect air hoses to cars, using wrenches.

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

  • Climb ladders to tops of cars to set brakes.

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

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

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

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

  • Pull or push track switches to reroute cars.

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

  • Inspect locomotives to detect damaged or worn parts.

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

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

Technologies & Software

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

Alternative Job Titles