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Automation Risk Analysis

Will “Dukey Rider” be Automated?

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AI Exposure Risk

49%

“Dukey Rider” 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%

“Dukey Rider” 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

  • Refuel and lubricate engines.

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

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

  • Start diesel engines to warm engines before runs.

  • Connect air hoses to cars, using wrenches.

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

  • 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.

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

  • Operate locomotives in emergency situations.

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

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

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

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

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

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

  • Inspect locomotives to detect damaged or worn parts.

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

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

  • Provide passengers with assistance entering and exiting trains.

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

  • Pull or push track switches to reroute cars.

  • 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.

  • Climb ladders to tops of cars to set brakes.

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

Technologies & Software

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

Alternative Job Titles