Will AI replace Water/Wastewater Engineers?

AI can do 81% of the work Water/Wastewater Engineers do at least twice as fast. Real use has not caught up: none of their tasks show up in real AI use yet, but AI could speed up 24 of them. 4 still need a person.

AI is already doing this0 · 0% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Real AI use has not reached any of this job's tasks yet.

AI could do this next24 · 81% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • Write technical reports or publications related to water resources development or water use efficiency.7% of time
  • Review and critique proposals, plans, or designs related to water or wastewater treatment systems.7% of time
  • 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.7% of time
  • 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.5% of time
  • Design water distribution systems for potable or non-potable water.5% of time
  • Design pumping systems, pumping stations, pipelines, force mains, or sewers for the collection of wastewater.5% of time
  • Provide technical support on water resource or treatment issues to government agencies.4% of time
  • Design or select equipment for use in wastewater processing to ensure compliance with government standards.4% of time
  • Identify design alternatives for the development of new water resources.3% of time
  • Develop plans for new water resources or water efficiency programs.3% of time
  • Conduct water quality studies to identify and characterize water pollutant sources.3% of time
  • 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.3% of time
  • 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.3% of time
  • Conduct environmental impact studies related to water and wastewater collection, treatment, or distribution.3% of time
  • Conduct cost-benefit analyses for the construction of water supply systems, runoff collection networks, water and wastewater treatment plants, or wastewater collection systems.3% of time
  • Analyze storm water or floodplain drainage systems to control erosion, stabilize river banks, repair channel streams, or design bridges.3% of time
  • Design water runoff collection networks, water supply channels, or water supply system networks.3% of time
  • Design water or wastewater lift stations, including water wells.3% of time
  • Perform mathematical modeling of underground or surface water resources, such as floodplains, ocean coastlines, streams, rivers, or wetlands.1% of time
  • Gather and analyze water use data to forecast water demand.1% of time
  • Analyze the efficiency of water delivery structures, such as dams, tainter gates, canals, pipes, penstocks, or cofferdams.1% of time
  • Analyze and recommend sludge treatment or disposal methods.1% of time
  • Design water storage tanks or other water storage facilities.1% of time
  • Design sludge treatment plants.1% of time

Still needs a person4 · 19% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Provide technical direction or supervision to junior engineers, engineering or computer-aided design (CAD) technicians, or other technical personnel.10% of time
  • Evaluate the operation and maintenance of water or wastewater systems to identify ways to improve their efficiency.4% of time
  • Oversee the construction of decentralized or on-site wastewater treatment systems, including reclaimed water facilities.3% of time
  • Analyze and recommend chemical, biological, or other wastewater treatment methods to prepare water for industrial or domestic use.3% of time

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What this means

AI can already do almost all of this work at least twice as fast. Real use is still behind at 0 out of 100, so the change here is only getting started. Expect the role to shift toward deciding what to do, checking AI's work and owning the result.

What to do next

  • Get ahead on the 24 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Build on the 4 tasks that stay human. This is where your judgment, skill and relationships matter most.
Civil Engineers55%Transportation Engineers83%Industrial Engineers82%Bioengineers and Biomedical Engineers83%Energy Engineers, Except Wind and Solar79%Human Factors Engineers and Ergonomists78%

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