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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

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

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

  • 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.

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

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

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

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

  • Design water storage tanks or other water storage facilities.

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

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

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

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

  • 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.

  • Design sludge treatment plants.

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

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

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

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

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

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

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

  • Analyze and recommend sludge treatment or disposal methods.

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

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

  • 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.

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

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

Technologies & Software

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