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Automation Risk Analysis

Will “Flagman” be Automated?

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AI Exposure Risk

49%

“Flagman” 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%

“Flagman” 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.

  • 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.

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

  • Connect air hoses to cars, using wrenches.

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

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

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

  • Operate locomotives in emergency situations.

  • 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.

  • Climb ladders to tops of cars to set brakes.

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

  • 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.

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

  • 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.

  • 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.

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

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

  • Pull or push track switches to reroute cars.

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

  • Refuel and lubricate engines.

Technologies & Software

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

Alternative Job Titles