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Automation Risk Analysis

Will “Highway Project Engineer” be Automated?

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AI Exposure Risk

55%

“Highway Project 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 Project 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

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

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

  • Estimate transportation project costs.

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

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

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

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

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

  • 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.

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

  • Evaluate construction project materials for compliance with environmental standards.

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

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

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

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

  • Participate in contract bidding, negotiation, or administration.

  • 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.

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

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

  • Analyze environmental impact statements for transportation projects.

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

  • Review development plans to determine potential traffic impact.

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

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

Technologies & Software

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