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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

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

  • 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 storage tanks or other water storage facilities.

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

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

  • 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.

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

  • 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.

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

  • Design sludge treatment plants.

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

  • 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.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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