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

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

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

  • 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.

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

  • 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.

  • 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.

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

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

  • 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.

  • Design energy-efficient or environmentally sound civil structures.

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

Technologies & Software

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

Alternative Job Titles