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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

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

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

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

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles