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Automation Risk Analysis

Will “Roadway Engineer” be Automated?

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AI Exposure Risk

55%

“Roadway 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%

“Roadway 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

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

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

  • Analyze environmental impact statements for transportation projects.

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

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

  • 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.

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

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

  • 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 construction project materials for compliance with environmental standards.

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

  • 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.

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

  • 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.

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

  • Participate in contract bidding, negotiation, or administration.

  • Estimate transportation project costs.

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

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

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

  • 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.

  • Review development plans to determine potential traffic impact.

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

Technologies & Software

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