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Automation Risk Analysis

Will “State Roadway Design Engineer” be Automated?

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AI Exposure Risk

55%

“State Roadway Design 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%

“State Roadway Design 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

  • Estimate transportation project costs.

  • Analyze environmental impact statements for transportation projects.

  • Evaluate construction project materials for compliance with environmental standards.

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

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

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

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

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

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

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

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

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

  • Review development plans to determine potential traffic impact.

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

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

  • Participate in contract bidding, negotiation, or administration.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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