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Automation Risk Analysis

Will “Hydrologic Modeler” be Automated?

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AI Exposure Risk

55%

“Hydrologic Modeler” 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%

“Hydrologic Modeler” 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 sludge treatment plants.

  • 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.

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

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

  • 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.

  • 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.

  • 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.

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

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

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

  • 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 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.

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

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

  • 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.

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

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

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

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

  • Design water storage tanks or other water storage facilities.

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

Technologies & Software

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