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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

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

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

  • 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.

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

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles