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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

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

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

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

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

  • Operate locomotives in emergency situations.

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

  • Provide passengers with assistance entering and exiting trains.

  • Pull or push track switches to reroute cars.

  • 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.

  • Inspect locomotives to detect damaged or worn parts.

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

  • Refuel and lubricate engines.

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

  • 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.

  • 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.

  • Connect air hoses to cars, using wrenches.

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

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

  • 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.

  • Climb ladders to tops of cars to set brakes.

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

Technologies & Software

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

Alternative Job Titles