🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

Will “Yard Spotter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #459 of 702. Estimated risk: 83.0%

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

AI Exposure Risk

52%

“Yard Spotter” will maybe 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 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

51%

“Yard Spotter” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 51% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Railroad Conductors and Yardmasters, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Coordinate activities of switch-engine crew within railroad yard, industrial plant, or similar location. Conductors coordinate activities of train crew on passenger or freight trains. Yardmasters review train schedules and switching orders and coordinate activities of workers engaged in railroad traffic operations, such as the makeup or breakup of trains and yard switching.

Avg. Annual Salary $75,490
Avg. Hourly Wage $36.29
Available Jobs (US) 42,710
Job Title & Hierarchy Code (SOC) Railroad Conductors and Yardmasters #53-4031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Railroad Conductors and Yardmasters”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

Core Skills & Abilities

  • Direct engineers to move cars to fit planned train configurations, combining or separating cars to make up or break up trains.

  • Keep records of the contents and destination of each train car, and make sure that cars are added or removed at proper points on routes.

  • Record departure and arrival times, messages, tickets and revenue collected, and passenger accommodations and destinations.

  • Receive instructions from dispatchers regarding trains' routes, timetables, and cargoes.

  • Direct and instruct workers engaged in yard activities, such as switching tracks, coupling and uncoupling cars, and routing inbound and outbound traffic.

  • Document and prepare reports of accidents, unscheduled stops, or delays.

  • Instruct workers to set warning signals in front and at rear of trains during emergency stops.

  • Verify accuracy of timekeeping instruments with engineers to ensure trains depart on time.

  • Review schedules, switching orders, way bills, and shipping records to obtain cargo loading and unloading information and to plan work.

  • Supervise and coordinate crew activities to transport freight and passengers and to provide boarding, porter, maid, and meal services to passengers.

  • Arrange for the removal of defective cars from trains at stations or stops.

  • Supervise workers in the inspection and maintenance of mechanical equipment to ensure efficient and safe train operation.

  • Signal engineers to begin train runs, stop trains, or change speed, using telecommunications equipment or hand signals.

  • Inspect each car periodically during runs.

  • Receive information regarding train or rail problems from dispatchers or from electronic monitoring devices.

  • Confirm routes and destination information for freight cars.

  • Observe yard traffic to determine tracks available to accommodate inbound and outbound traffic.

  • Operate controls to activate track switches and traffic signals.

  • Inspect freight cars for compliance with sealing procedures, and record car numbers and seal numbers.

  • Confer with engineers regarding train routes, timetables, and cargoes, and to discuss alternative routes when there are rail defects or obstructions.

Technologies & Software

  • Waymo (Autonomous Driving)
  • Microsoft PowerPoint
  • Bourque Data Systems YardMaster
  • Qwen (Alibaba)
  • Mobileye AI
  • Nova (Amazon)
  • Softrail AEI Automatic Yard Tracking System
  • ChatGPT (OpenAI)
  • RailComm DocYard
  • DeepSeek
  • Microsoft Office software
  • Project44 AI Logistics
  • Inventory tracking software
  • Automated equipment identification AEI software
  • Gatik AI
  • Llama (Meta)
  • Freight reservation software
  • Grok (xAI)
  • SAIC government services and IT support software
  • Positive train control PTC systems
  • Gemini (Google)
  • Mistral (Mistral AI)
  • Microsoft Outlook
  • Tesla Autopilot
  • Softrail AEI Rail & Road Manager
  • Kimi (Moonshot AI)
  • Microsoft Excel
  • Claude (Anthropic)
  • Microsoft Word
  • Adjustable wrenches
  • Ultra high frequency UHF radio communication systems
  • Uncoupling levers
  • Car pullers
  • Desktop computers
  • Cable sheath cutters
  • Automatic container locks
  • Laptop computers
  • Starter punches
  • Portable satellite communications systems
  • Personal computers
  • Two way radios
  • Switching system controls
  • Bridge plates
  • Terminal wrenches
  • Locking ratchet wrenches
  • Portable bar code scanners
  • Weigh-in-motion scales
  • Radio frequency identification RFID devices
  • Switch adjusting wrenches
  • Mainframe computers
  • Intercom systems
  • Tie-down winches