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Automation Risk Analysis

Will “Project Engineer” be Automated?

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AI Exposure Risk

55%

“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%

“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

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

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

  • 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.

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

  • Review development plans to determine potential traffic impact.

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

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

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

  • Analyze environmental impact statements for transportation projects.

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

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

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

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

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

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

  • Evaluate construction project materials for compliance with environmental standards.

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

  • Estimate transportation project costs.

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

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

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

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

Technologies & Software

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