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Automation Risk Analysis

Will “Base 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%

“Base 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%

“Base 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

  • 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.

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles