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Automation Risk Analysis

Will “Municipal 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%

“Municipal 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%

“Municipal 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

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

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

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

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles