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Automation Risk Analysis

Will “Donkey Engine Fireman” be Automated?

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AI Exposure Risk

49%

“Donkey 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%

“Donkey 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

  • Inspect locomotives to detect damaged or worn parts.

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

  • Pull or push track switches to reroute cars.

  • Climb ladders to tops of cars to set brakes.

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

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

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

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

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

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

  • Operate locomotives in emergency situations.

  • Connect air hoses to cars, using wrenches.

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

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

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

  • Start diesel engines to warm engines before runs.

  • 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.

  • 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.

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

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

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

  • Refuel and lubricate engines.

  • Provide passengers with assistance entering and exiting trains.

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

Technologies & Software

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

Alternative Job Titles