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Automation Risk Analysis

Will “Roadway Designer” be Automated?

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AI Exposure Risk

55%

“Roadway Designer” 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%

“Roadway Designer” 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

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

  • Analyze environmental impact statements for transportation projects.

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

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

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

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

  • Evaluate construction project materials for compliance with environmental standards.

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

  • 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.

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

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

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

  • Participate in contract bidding, negotiation, or administration.

  • Estimate transportation project costs.

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

  • 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.

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

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

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

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

  • Review development plans to determine potential traffic impact.

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

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

  • 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.

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

Technologies & Software

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