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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

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

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

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

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

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles