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Automation Risk Analysis

Will “Tub Rider” be Automated?

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AI Exposure Risk

49%

“Tub 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%

“Tub 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

  • Climb ladders to tops of cars to set brakes.

  • Connect air hoses to cars, using wrenches.

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

  • Pull or push track switches to reroute cars.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Refuel and lubricate engines.

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

  • 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.

Technologies & Software

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

Alternative Job Titles