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Automation Risk Analysis

Will “Project Development Engineer” be Automated?

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AI Exposure Risk

55%

“Project Development 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%

“Project Development 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

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

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

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

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

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

  • Design sludge treatment plants.

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

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

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

  • 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.

  • Conduct cost-benefit analyses for the construction of 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.

  • 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.

  • Analyze and recommend sludge treatment or disposal methods.

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

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

  • 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.

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

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

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

  • 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.

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

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

  • Design water storage tanks or other water storage facilities.

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

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

Technologies & Software

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