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JOB REPORT / 51-8031 · 8 TASKS

Water and Wastewater Treatment Plant and System Operators.

Can AI do the work of Water and Wastewater Treatment Plant and System Operators?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

Drag the dot. There’s no wrong answer; it starts at our estimate.

Starting pointOur estimate

The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Record operational data, personnel attendance, or meter and gauge…
  • Inspect equipment or monitor operating conditions, meters, and gauges…
  • Direct and coordinate plant workers engaged in routine operations…

Your free lesson plan builds the skills that keep you ahead of AI.

A free set of short lessons, about 20 minutes each, at your own pace. No payment, no experience needed.

WHAT WE LOOKED AT

Your job, task by task.

5 of 8 tasks reviewed

This job has 8 core tasks. We went through 5 of them, one at a time.

Task by task, from the work Water and Wastewater Treatment Plant and System Operators actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Record operational data, personnel attendance, or meter and gauge readings on specified forms.

    AI DOES

    Auto-fills digital logs from connected sensors and flags missing entries

    YOU DO

    Walk the plant floor and verify readings with your own eyes

  2. TASK 02

    Inspect equipment or monitor operating conditions, meters, and gauges to determine load requirements and detect malfunctions.

    AI DOES

    Reads sensor data, flags unusual readings, and tracks trends over time

    YOU DO

    Walk the plant and use your senses to catch what sensors miss

  3. TASK 03

    Direct and coordinate plant workers engaged in routine operations and maintenance activities.

    AI DOES

    Helps schedule shifts, flag maintenance alerts, and summarize task priorities from sensor data

    YOU DO

    Stay present on the floor to read real conditions and keep your team safe

  4. TASK 04

    Operate and adjust controls on equipment to purify and clarify water, process or dispose of sewage, and generate power.

    AI DOES

    Monitors sensor feeds and alerts operators when readings go out of range

    YOU DO

    Physically adjust controls and use on-the-ground judgment in a live facility

  5. TASK 05

    Collect and test water and sewage samples, using test equipment and color analysis standards.

    AI DOES

    Helps log test results, flag unusual readings, and compare data to standards

    YOU DO

    Go to the site, collect the samples, and run the physical tests yourself

START LEARNING AI

Practice AI.
Use your judgment.

There are 5 short lessons for this job, about 15 minutes each. Each one starts from a task above and teaches the part that stays with you.

Try a free lesson
Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.