Water and Wastewater Treatment Plant and System Operators

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 1 (13%)
• AI can speed this up with extra software: 0 (0%)
• Little or no AI speed-up: 7 (88%)

• Record operational data, personnel attendance, or meter and gauge readings on specified forms.AI can speed this up on its own · core task
• Add chemicals, such as ammonia, chlorine, or lime, to disinfect and deodorize water and other liquids.Little or no AI speed-up · core task
• Collect and test water and sewage samples, using test equipment and color analysis standards.Little or no AI speed-up · core task
• Operate and adjust controls on equipment to purify and clarify water, process or dispose of sewage, and generate power.Little or no AI speed-up · core task
• Inspect equipment or monitor operating conditions, meters, and gauges to determine load requirements and detect malfunctions.Little or no AI speed-up · core task
• Maintain, repair, and lubricate equipment, using hand tools and power tools.Little or no AI speed-up · core task
• Clean and maintain tanks, filter beds, and other work areas, using hand tools and power tools.Little or no AI speed-up · core task
• Direct and coordinate plant workers engaged in routine operations and maintenance activities.Little or no AI speed-up · core task