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Automation Risk Analysis

Will “Operator Helper” be Automated?

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AI Exposure Risk

49%

“Operator Helper” 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%

“Operator Helper” 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

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

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

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

  • Start diesel engines to warm engines before runs.

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

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

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

  • Inspect locomotives to detect damaged or worn parts.

  • Climb ladders to tops of cars to set brakes.

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

  • Refuel and lubricate engines.

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

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

  • 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.

  • Provide passengers with assistance entering and exiting trains.

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

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

  • 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.

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

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

  • Pull or push track switches to reroute cars.

  • Connect air hoses to cars, using wrenches.

  • Operate locomotives in emergency situations.

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

Technologies & Software

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

Alternative Job Titles