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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 water quality studies to identify and characterize water pollutant sources.

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

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

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

  • Design water storage tanks or other water storage facilities.

  • 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.

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

  • 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 distribution systems for potable or non-potable water.

  • 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.

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

  • Design sludge treatment plants.

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

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

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

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

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

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

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

  • Analyze and recommend sludge treatment or disposal methods.

  • 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.

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

  • 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.

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

Technologies & Software

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