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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

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles