Job Check
Power Plant Operators
Control, operate, or maintain machinery to generate electric power. Includes auxiliary equipment operators.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Control generator output to match the phase, frequency, or voltage of electricity supplied to panels.Mostly human for now
- 02Take regulatory action, based on readings from charts, meters and gauges, at established intervals.AI could speed this up, with extra tools
- 03Control power generating equipment, including boilers, turbines, generators, or reactors, using control boards or semi-automatic equipment.Mostly human for now
- 04Start or stop generators, auxiliary pumping equipment, turbines, or other power plant equipment as necessary.Mostly human for now
- 05Monitor power plant equipment and indicators to detect evidence of operating problems.AI could speed this up, with extra tools
- 06Operate or maintain distributed power generation equipment, including fuel cells or microturbines, to produce energy on-site for manufacturing or other commercial purposes.Mostly human for now
- 07Open and close valves and switches in sequence to start or shut down auxiliary units.Mostly human for now
- 08Control or maintain auxiliary equipment, such as pumps, fans, compressors, condensers, feedwater heaters, filters, or chlorinators, to supply water, fuel, lubricants, air, or auxiliary power.Mostly human for now
- 09Regulate equipment operations and conditions, such as water levels, based on instrument data or from computers.AI could speed this up, with extra tools
- 10Inspect records or log book entries or communicate with plant personnel to assess equipment operating status.AI could speed this up, with extra tools
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 loss3%of this job’s work time goes to tasks that people already do with Claude at work, counting tasks where AI only helps as half (2026).Anthropic, 2026
23%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 16% 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 81% 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.
- Control generator output to match the phase, frequency, or voltage of electricity supplied to panels.
- Control power generating equipment, including boilers, turbines, generators, or reactors, using control boards or semi-automatic equipment.
- Start or stop generators, auxiliary pumping equipment, turbines, or other power plant equipment as necessary.