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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

  • Provide passengers with assistance entering and exiting trains.

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

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

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

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

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

  • 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.

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

  • Connect air hoses to cars, using wrenches.

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

  • Climb ladders to tops of cars to set brakes.

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

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

  • Operate locomotives in emergency situations.

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

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

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

  • Pull or push track switches to reroute cars.

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

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

  • Inspect locomotives to detect damaged or worn parts.

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

  • Refuel and lubricate engines.

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

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

Technologies & Software

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

Alternative Job Titles