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Automation Risk Analysis

Will “Dinkey Engine Fireman” be Automated?

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AI Exposure Risk

49%

“Dinkey Engine Fireman” 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%

“Dinkey Engine Fireman” 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

  • Operate locomotives in emergency situations.

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

  • Pull or push track switches to reroute cars.

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

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

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

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

  • Start diesel engines to warm engines before runs.

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

  • Provide passengers with assistance entering and exiting trains.

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

  • Inspect locomotives to detect damaged or worn parts.

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

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

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

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

  • Climb ladders to tops of cars to set brakes.

  • Refuel and lubricate engines.

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

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

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

  • Connect air hoses to cars, using wrenches.

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

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

Alternative Job Titles