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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

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

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

  • 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.

  • Start diesel engines to warm engines before runs.

  • Connect air hoses to cars, using wrenches.

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

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

  • Provide passengers with assistance entering and exiting trains.

  • 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.

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

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

  • Refuel and lubricate engines.

  • 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.

  • 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.

  • Climb ladders to tops of cars to set brakes.

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

  • Inspect locomotives to detect damaged or worn parts.

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

  • Operate locomotives in emergency situations.

  • 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.

Technologies & Software

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

Alternative Job Titles