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Automation Risk Analysis

Will “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%

“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%

“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

  • 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.

  • 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.

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

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles