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Automation Risk Analysis

Will “Remediation Engineer” be Automated?

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AI Exposure Risk

55%

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

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

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

  • Design sludge treatment plants.

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

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

  • 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.

  • 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.

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

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

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

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

  • 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 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.

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

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

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

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

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

  • Design water storage tanks or other water storage facilities.

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

  • 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.

  • 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.

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

Technologies & Software

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