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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

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

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

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

  • 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 energy-efficient or environmentally sound civil structures.

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

  • 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.

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles