🤖 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 “Car Distributor” 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%

“Car Distributor” 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%

“Car Distributor” 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

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

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

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

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

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

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

  • Operate controls to activate track switches and traffic signals.

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

  • Confirm routes and destination information for freight cars.

  • Inspect each car periodically during runs.

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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