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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

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

  • Climb ladders to tops of cars to set brakes.

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

  • Inspect locomotives to detect damaged or worn parts.

  • 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.

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

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

  • Start diesel engines to warm engines before runs.

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

  • Operate locomotives in emergency situations.

  • Refuel and lubricate engines.

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

  • 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.

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

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

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

  • Connect air hoses to cars, using wrenches.

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

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

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

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

  • Pull or push track switches to reroute cars.

  • Provide passengers with assistance entering and exiting trains.

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

Technologies & Software

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

Alternative Job Titles