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Automation Risk Analysis

Will “County Engineer” be Automated?

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AI Exposure Risk

55%

“County 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“County 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 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Water/Wastewater Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design or oversee projects involving provision of potable water, disposal of wastewater and sewage, or prevention of flood-related damage. Prepare environmental documentation for water resources, regulatory program compliance, data management and analysis, and field work. Perform hydraulic modeling and pipeline design.

Job Title & Hierarchy Code (SOC) Water/Wastewater Engineers #17-2051.02
ℹ️

Data is based on the reference occupation: “Water/Wastewater Engineers”

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Core Skills & Abilities

  • Conduct environmental impact studies related to water and wastewater collection, treatment, or distribution.

  • Analyze storm water or floodplain drainage systems to control erosion, stabilize river banks, repair channel streams, or design bridges.

  • Analyze and recommend sludge treatment or disposal methods.

  • Analyze the efficiency of water delivery structures, such as dams, tainter gates, canals, pipes, penstocks, or cofferdams.

  • Design domestic or industrial water or wastewater treatment plants, including advanced facilities with sequencing batch reactors (SBR), membranes, lift stations, headworks, surge overflow basins, ultraviolet disinfection systems, aerobic digesters, sludge lagoons, or control buildings.

  • Provide technical support on water resource or treatment issues to government agencies.

  • Design or select equipment for use in wastewater processing to ensure compliance with government standards.

  • Write technical reports or publications related to water resources development or water use efficiency.

  • Develop plans for new water resources or water efficiency programs.

  • Oversee the construction of decentralized or on-site wastewater treatment systems, including reclaimed water facilities.

  • Design water runoff collection networks, water supply channels, or water supply system networks.

  • Design pumping systems, pumping stations, pipelines, force mains, or sewers for the collection of wastewater.

  • Provide technical direction or supervision to junior engineers, engineering or computer-aided design (CAD) technicians, or other technical personnel.

  • Design sludge treatment plants.

  • Conduct cost-benefit analyses for the construction of water supply systems, runoff collection networks, water and wastewater treatment plants, or wastewater collection systems.

  • Identify design alternatives for the development of new water resources.

  • Analyze and recommend chemical, biological, or other wastewater treatment methods to prepare water for industrial or domestic use.

  • Perform mathematical modeling of underground or surface water resources, such as floodplains, ocean coastlines, streams, rivers, or wetlands.

  • Design water or wastewater lift stations, including water wells.

  • Design water storage tanks or other water storage facilities.

  • Review and critique proposals, plans, or designs related to water or wastewater treatment systems.

  • Perform hydraulic analyses of water supply systems or water distribution networks to model flow characteristics, test for pressure losses, or to identify opportunities to mitigate risks and improve operational efficiency.

  • Design water distribution systems for potable or non-potable water.

  • Evaluate the operation and maintenance of water or wastewater systems to identify ways to improve their efficiency.

  • Perform hydrological analyses, using three-dimensional simulation software, to model the movement of water or forecast the dispersion of chemical pollutants in the water supply.

  • Conduct feasibility studies for the construction of facilities, such as water supply systems, runoff collection networks, water and wastewater treatment plants, or wastewater collection systems.

  • Conduct water quality studies to identify and characterize water pollutant sources.

  • Gather and analyze water use data to forecast water demand.

Technologies & Software

  • XP Software XPSWMM
  • AutoCAD AI
  • Bentley MicroStation
  • Bentley WaterCAD
  • Microsoft Word
  • Microsoft Excel
  • Web browser software
  • HEC-1
  • NIWA Tideda
  • Word processing software
  • ANSYS AI Simulation
  • Autodesk AutoCAD Civil 3D
  • EPA Storm Water Management Model SWMM
  • Bentley GEOPAK Civil Engineering Suite
  • HEC-RAS
  • HEC-HMS
  • Geographic information system GIS systems
  • Nova (Amazon)
  • Oracle Java
  • Bentley SewerCAD
  • DeepSeek
  • Autodesk AutoCAD
  • Structured query language SQL
  • ESRI ArcGIS software
  • Microsoft Office software
  • Grok (xAI)
  • Qwen (Alibaba)
  • Mozilla Firefox
  • GitHub Copilot
  • Wallingford Software InfoSewer
  • Kimi (Moonshot AI)
  • Gemini Code Assist
  • Claude (Anthropic)
  • SAP software
  • Supervisory control and data acquisition SCADA software
  • ChatGPT (OpenAI)
  • Wallingford Software InfoWorks WS
  • Gemini (Google)
  • Python
  • MapInfo
  • Microsoft PowerPoint
  • Geographic information system GIS software
  • Microsoft Access
  • DHI MIKE URBAN
  • OpenRoads Designer
  • Hydraulic modeling software
  • Autodesk AI
  • HydroCAD Software Solutions HydroCAD Stormwater Modeling System
  • Business software applications
  • Bentley InRoads Suite
  • Microsoft Outlook
  • Eagle Point LANDCADD
  • MWH Soft InfoSWMM
  • HEC-GeoRAS
  • Minitab
  • Microsoft Internet Explorer
  • Llama (Meta)
  • Autodesk Revit
  • Bash
  • Perplexity AI
  • Mistral (Mistral AI)
  • KYPipe
  • Google Chrome
  • Bentley StormCAD
  • Computer aided design and drafting software CADD
  • Microsoft Project
  • ESRI software
  • Desktop computers
  • Large-format plotters
  • Computer laser printers
  • Laptop computers
  • Personal computers
  • Computer data input scanners
  • Digitizers