Job Check
Water and Wastewater Treatment Plant and System Operators
Operate or control an entire process or system of machines, often through the use of control boards, to transfer or treat water or wastewater.
8 main tasks · most important first
Your main tasks and AI
Importance- 01Collect and test water and sewage samples, using test equipment and color analysis standards.Mostly human for now
- 02Operate and adjust controls on equipment to purify and clarify water, process or dispose of sewage, and generate power.Mostly human for now
- 03Record operational data, personnel attendance, or meter and gauge readings on specified forms.AI could speed this up a lot
- 04Add chemicals, such as ammonia, chlorine, or lime, to disinfect and deodorize water and other liquids.Mostly human for now
- 05Inspect equipment or monitor operating conditions, meters, and gauges to determine load requirements and detect malfunctions.Mostly human for now
- 06Direct and coordinate plant workers engaged in routine operations and maintenance activities.Mostly human for now
- 07Clean and maintain tanks, filter beds, and other work areas, using hand tools and power tools.Mostly human for now
- 08Maintain, repair, and lubricate equipment, using hand tools and power tools.Mostly human for now
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job lossToo little dataNot enough work use was seen to measure. This does not mean the job is safe from AI.Anthropic, 2026
13%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 0% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Above 85% of jobsin how much of this job’s physical work robots have been shown to do, from factories to homes (2026).Anthropic, 2026
Your human edge
The main tasks with no real AI use seen and no big speed-up expected. This is where your skill counts most today.
- Collect and test water and sewage samples, using test equipment and color analysis standards.
- Operate and adjust controls on equipment to purify and clarify water, process or dispose of sewage, and generate power.
- Add chemicals, such as ammonia, chlorine, or lime, to disinfect and deodorize water and other liquids.