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Automation Risk Analysis

Will “City 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%

“City 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%

“City 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.

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Design energy-efficient or environmentally sound civil structures.

  • 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.

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

Technologies & Software

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

Alternative Job Titles