Will AI replace Power Plant Operators?

What this score means

Power Plant Operators is among the least exposed roles in Manufacturing. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 19 out of 100 it sits close to the Manufacturing average of 19. Across the 5 sources behind this baseline, individual estimates run from 7 to 46, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Power Plant Operators, most central first, showing 12 of 30.

• 01Control generator output to match the phase, frequency, or voltage of electricity supplied to panels.
• 02Take regulatory action, based on readings from charts, meters and gauges, at established intervals.
• 03Control power generating equipment, including boilers, turbines, generators, or reactors, using control boards or semi-automatic equipment.
• 04Start or stop generators, auxiliary pumping equipment, turbines, or other power plant equipment as necessary.
• 05Monitor power plant equipment and indicators to detect evidence of operating problems.
• 06Operate or maintain distributed power generation equipment, including fuel cells or microturbines, to produce energy on-site for manufacturing or other commercial purposes.
• 07Open and close valves and switches in sequence to start or shut down auxiliary units.
• 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.
• 09Regulate equipment operations and conditions, such as water levels, based on instrument data or from computers.
• 10Inspect records or log book entries or communicate with plant personnel to assess equipment operating status.
• 11Clean, lubricate, or maintain equipment, such as generators, turbines, pumps, or compressors, to prevent failure or deterioration.
• 12Record and compile operational data by completing and maintaining forms, logs, or reports.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 5 research sources that scored Power Plant Operators for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
• 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
• 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
• 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
• 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)

Common questions

How likely is AI to replace Power Plant Operators?

Published research puts Power Plant Operators at 19 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.

Do researchers agree on the risk for Power Plant Operators?

Only partly. Individual estimates for Power Plant Operators run from 7 to 46 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.

Which manufacturing roles face similar AI exposure?

The closest published manufacturing roles to Power Plant Operators by score are Biomass Plant Technicians (19/100), Chemical Plant and System Operators (19/100), and Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders (19/100). Each has its own page with the research behind its number.

Also covers

Asphalt Plant Operator · Auxiliary Equipment Tender · Auxiliary Operator · Auxiliary Power Equipment Operator · Batch Plant Operator · Booster Operator · Booster Plant Operator · Booster Pump Operator and related titles

More manufacturing occupations

• Biomass Plant Technicians19/100
• Chemical Plant and System Operators19/100
• Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders19/100
• Cutters and Trimmers, Hand19/100
• Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders19/100
• Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders19/100
• Layout Workers, Metal and Plastic19/100
• Molders, Shapers, and Casters, Except Metal and Plastic19/100