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Automation Risk Analysis

Will “Highway Engineer” be Automated?

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AI Exposure Risk

55%

“Highway 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%

“Highway 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

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

  • Estimate transportation project costs.

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

  • 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.

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

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

  • Evaluate construction project materials for compliance with environmental standards.

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

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

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

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

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

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

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

  • Analyze environmental impact statements for transportation projects.

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

  • Review development plans to determine potential traffic impact.

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

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

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

  • Participate in contract bidding, negotiation, or administration.

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

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

Technologies & Software

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