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Automation Risk Analysis

Will “Sanitary 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%

“Sanitary 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%

“Sanitary 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

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles