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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

  • 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.

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

  • 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.

  • Provide passengers with assistance entering and exiting trains.

  • Start diesel engines to warm engines before runs.

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

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

  • Connect air hoses to cars, using wrenches.

  • Operate locomotives in emergency situations.

  • 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.

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

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

  • Refuel and lubricate engines.

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

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

  • Pull or push track switches to reroute cars.

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

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

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

  • Inspect locomotives to detect damaged or worn parts.

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

  • 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.

Technologies & Software

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

Alternative Job Titles