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Automation Risk Analysis

Will “Road 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%

“Road 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%

“Road 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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

Technologies & Software

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

Alternative Job Titles