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Automation Risk Analysis

Will “Engineer Assistant” be Automated?

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AI Exposure Risk

49%

“Engineer Assistant” 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%

“Engineer Assistant” 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.

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

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

  • Refuel and lubricate engines.

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

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

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

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

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

  • Start diesel engines to warm engines before runs.

  • Inspect locomotives to detect damaged or worn parts.

  • Pull or push track switches to reroute cars.

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

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

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

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

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

  • Climb ladders to tops of cars to set brakes.

  • 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.

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

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

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

  • Operate locomotives in emergency situations.

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

  • Provide passengers with assistance entering and exiting trains.

Technologies & Software

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

Alternative Job Titles