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Automation Risk Analysis

Will “Rail Engineer” be Automated?

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AI Exposure Risk

55%

“Rail Engineer” 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

30%

“Rail Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 30% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Transportation Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Develop plans for surface transportation projects, according to established engineering standards and state or federal construction policy. Prepare designs, specifications, or estimates for transportation facilities. Plan modifications of existing streets, highways, or freeways to improve traffic flow.

Job Title & Hierarchy Code (SOC) Transportation Engineers #17-2051.01
ℹ️

Data is based on the reference occupation: “Transportation Engineers”

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Core Skills & Abilities

  • Develop plans to deconstruct damaged or obsolete roadways or other transportation structures in a manner that is environmentally sound or prepares the land for sustainable development.

  • Investigate traffic problems and recommend methods to improve traffic flow or safety.

  • Evaluate traffic control devices or lighting systems to determine need for modification or expansion.

  • Supervise the maintenance or repair of transportation systems or system components.

  • Inspect completed transportation projects to ensure safety or compliance with applicable standards or regulations.

  • Evaluate construction project materials for compliance with environmental standards.

  • Plan alteration or modification of existing transportation structures to improve safety or function.

  • Direct the surveying, staking, or laying-out of construction projects.

  • Prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices.

  • Prepare project budgets, schedules, or specifications for labor or materials.

  • Review development plans to determine potential traffic impact.

  • Design or prepare plans for new transportation systems or parts of systems, such as airports, commuter trains, highways, streets, bridges, drainage structures, or roadway lighting.

  • Estimate transportation project costs.

  • Evaluate transportation systems or traffic control devices or lighting systems to determine need for modification or expansion.

  • Present data, maps, or other information at construction-related public hearings or meetings.

  • Design or engineer drainage, erosion, or sedimentation control systems for transportation projects.

  • Design transportation systems or structures with sustainable materials or products, such as porous pavement or bioretention structures.

  • Check construction plans, design calculations, or cost estimations to ensure completeness, accuracy, or conformity to engineering standards or practices.

  • Develop or assist in the development of transportation-related computer software or computer processes.

  • Model transportation scenarios to evaluate the impacts of activities such as new development or to identify possible solutions to transportation problems.

  • Inspect completed transportation projects to ensure compliance with environmental regulations.

  • Investigate or test specific construction project materials to determine compliance to specifications or standards.

  • Analyze environmental impact statements for transportation projects.

  • Participate in contract bidding, negotiation, or administration.

  • Prepare final project layout drawings that include details such as stress calculations.

  • Confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules.

Technologies & Software

  • McTrans Center TSIS-CORSIM
  • Autodesk AutoCAD Civil 3D
  • McTrans TRANSYT-7F
  • Llama (Meta)
  • Autodesk AI
  • Python
  • Microsoft Office software
  • PTV Vissim
  • Qwen (Alibaba)
  • ANSYS AI Simulation
  • Word processing software
  • DeepSeek
  • Citilabs Cube
  • Gemini (Google)
  • SIDRA INTERSECTION
  • Bentley GEOPAK Civil Engineering Suite
  • Warehouse management system WMS
  • McTrans HCS+
  • Claude (Anthropic)
  • ESRI ArcGIS software
  • AutoCAD AI
  • Oracle Primavera Enterprise Project Portfolio Management
  • Nova (Amazon)
  • Visual Solutions VisSIM
  • Trafficware SimTraffic
  • Microsoft Outlook
  • Web browser software
  • Autodesk AutoCAD
  • Microsoft Excel
  • Autodesk Land Desktop
  • ChatGPT (OpenAI)
  • Cubic Synchro Studio
  • Structured query language SQL
  • Microsoft PowerPoint
  • Grok (xAI)
  • Transoft Solutions AutoTURN
  • Mistral (Mistral AI)
  • Microsoft Word
  • OpenRoads Designer
  • Microsoft Project
  • Computer aided design and drafting software CADD
  • Bentley MicroStation
  • GitHub Copilot
  • Bentley InRoads Suite
  • Perplexity AI
  • Gemini Code Assist
  • Kimi (Moonshot AI)
  • Trafficware SynchroGreen
  • Laser facsimile machines
  • Personal computers
  • Multi-line telephone systems
  • Laptop computers
  • Digital cameras
  • Computer laser printers
  • Desktop computers
  • Mobile radios
  • Photocopying equipment