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Automation Risk Analysis

Will “Zoning 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%

“Zoning 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%

“Zoning 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 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.

  • 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.

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

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

  • 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.

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

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

  • 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.

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

Technologies & Software

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

Alternative Job Titles