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Automation Risk Analysis

Will “Remediation Project Engineer” be Automated?

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AI Exposure Risk

55%

“Remediation Project 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%

“Remediation Project 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

  • Analyze and recommend sludge treatment or disposal methods.

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

  • 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.

  • Design sludge treatment plants.

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

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

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

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

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

  • Design water storage tanks or other water storage facilities.

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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