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Automation Risk Analysis

Will “Roadway Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #84 of 702. Estimated risk: 1.9%

Directly assessed by researchers as unlikely to be automatable
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AI Exposure Risk

50%

“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 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

29%

“Roadway Engineer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 29% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Civil Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform engineering duties in planning, designing, and overseeing construction and maintenance of building structures and facilities, such as roads, railroads, airports, bridges, harbors, channels, dams, irrigation projects, pipelines, power plants, and water and sewage systems.

Avg. Annual Salary $107,050
Avg. Hourly Wage $51.47
Available Jobs (US) 355,410
Job Title & Hierarchy Code (SOC) Civil Engineers #17-2051
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Civil Engineers”

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Core Skills & Abilities

  • Conduct studies of traffic patterns or environmental conditions to identify engineering problems and assess potential project impact.

  • Identify environmental risks and develop risk management strategies for civil engineering projects.

  • Develop or implement engineering solutions to clean up industrial accidents or other contaminated sites.

  • Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.

  • Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.

  • Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.

  • Direct or participate in surveying to lay out installations or establish reference points, grades, or elevations to guide construction.

  • Direct engineering activities, ensuring compliance with environmental, safety, or other governmental regulations.

  • Design or engineer systems to efficiently dispose of chemical, biological, or other toxic wastes.

  • Manage and direct the construction, operations, or maintenance activities at project site.

  • Prepare or present public reports on topics such as bid proposals, deeds, environmental impact statements, or property and right-of-way descriptions.

  • Inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.

  • Design energy-efficient or environmentally sound civil structures.

  • Provide technical advice to industrial or managerial personnel regarding design, construction, program modifications, or structural repairs.

  • Test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.

  • Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.

Technologies & Software

  • Autodesk AutoCAD
  • Microsoft Exchange
  • Microsoft Dynamics
  • WinTR-55
  • National Instruments LabVIEW
  • PTC Creo Parametric
  • GitHub Copilot
  • Gemini (Google)
  • Graphics software
  • ChatGPT (OpenAI)
  • Dassault Systemes SolidWorks
  • Email software
  • Nova (Amazon)
  • The MathWorks MATLAB
  • Oracle Business Intelligence Enterprise Edition
  • Bentley InRoads Suite
  • Microsoft Outlook
  • Claude (Anthropic)
  • Mathsoft Mathcad
  • Minitab
  • ANSYS AI Simulation
  • Supervisory control and data acquisition SCADA software
  • Hydraulic analysis software
  • Finite element analysis FEA software
  • Procore software
  • AutoCAD AI
  • Trimble SketchUp Pro
  • Trimble Terramodel
  • Scheduling software
  • HEC-HMS
  • ESRI ArcGIS software
  • C
  • Hydraulic modeling software
  • Autodesk AI
  • Qwen (Alibaba)
  • Autodesk AutoCAD Civil 3D
  • Mistral (Mistral AI)
  • Llama (Meta)
  • Autodesk Land Desktop
  • Stormwater hydrology software
  • Trimble Geomatics Office
  • Perplexity AI
  • The Gordian Group PROGEN Online
  • Dassault Systemes Abaqus
  • Kimi (Moonshot AI)
  • Shell script
  • Microsoft Project
  • Grok (xAI)
  • GT STRUDL
  • Verilog
  • HydroCAD Software Solutions HydroCAD Stormwater Modeling System
  • Bentley STAAD
  • Microsoft ActiveX
  • Bridge design software
  • Adobe Acrobat
  • Microsoft Internet Explorer
  • Dassault Systemes CATIA
  • Microsoft Word
  • SAP software
  • Microsoft Visual Basic
  • Corel WordPerfect Office Suite
  • DeepSeek
  • Oracle JD Edwards EnterpriseOne
  • ESRI ArcInfo
  • Microsoft Excel
  • Eagle Point Site Design
  • Formula translation/translator FORTRAN
  • Autodesk Revit
  • Gemini Code Assist
  • Apache Subversion SVN
  • Oracle Primavera Enterprise Project Portfolio Management
  • MAYA Nastran
  • SmugMug Flickr
  • Cartography software
  • HEC-1
  • Microsoft PowerPoint
  • Extensible markup language XML
  • Geographic information system GIS software
  • Web browser software
  • Microsoft Access
  • Microsoft Office software
  • ESRI ArcView
  • Computer aided design and drafting software CADD
  • Bentley MicroStation
  • Road design software
  • Cost estimating software
  • Bentley GeoPak Bridge
  • Bentley Haestad Methods CivilStorm
  • Spreadsheet software
  • Intergraph MGE
  • Dividers
  • Global positioning system GPS receivers
  • Transit levels
  • Surveying wheels
  • Laser levels
  • Radar guns
  • Surveying rods
  • Steel rules
  • Desktop computers
  • Drafting triangles
  • Electronic distance measuring devices
  • Microfilm readers
  • Protractors
  • Traffic counters
  • Theodolites
  • Total stations
  • Rhodes arcs
  • Two way radios
  • Blueprint copiers
  • Compasses
  • Anemometers
  • Rolling scales
  • Thickness gauges
  • Precision levels
  • Drafting scales
  • Laptop computers
  • Digital cameras
  • Planimeters
  • Measuring tapes

Alternative Job Titles