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Automation Risk Analysis

Will “Engineer” be Automated?

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AI Exposure Risk

55%

“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%

“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

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

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

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

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

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

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

  • Design sludge treatment plants.

  • Analyze and recommend sludge treatment or disposal methods.

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

  • 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 water or wastewater lift stations, including water wells.

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

  • 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.

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

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

  • Design water storage tanks or other water storage facilities.

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

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

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

Technologies & Software

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