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Automation Risk Analysis

Will “District 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%

“District 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%

“District 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.

  • 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.

  • 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.

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

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

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

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

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

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

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

  • 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.

  • Design energy-efficient or environmentally sound civil structures.

Technologies & Software

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

Alternative Job Titles