Will AI replace nuclear power reactor operators?

The biggest change here is physical: systems like ANYmal X have done tasks such as “Conduct inspections or operations outside of control rooms as necessary” in real workplaces, about 19m of a typical shift. Most of the rest, 7h 41m, has no AI or robot evidence. BLS expects about 5.9% fewer of these jobs by 2035.

Time card for nuclear power reactor operators showing a typical 8-hour shift: 7h 41m done by people, 19m by robots.
Each mark is 5 minutes of a typical shift for nuclear power reactor operators, colored by who does that task today. Estimates from O*NET tasks and Anthropic Economic Index data. How it's made

Home / Production & factory / Nuclear Power Reactor Operators

Operate or control nuclear reactors. Move control rods, start and stop equipment, monitor and adjust controls, and record data in logs. Implement emergency procedures when needed. May respond to abnormalities, determine cause, and recommend corrective action.

Time card

Untick tasks you don't do, or set your own times.
MineTask, by time spentHumanWith AIAIRobot
Monitor all systems for normal running conditions, performing activities such as checking gauges to assess output or the effects of generator loading on other equipment.1h 38m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Operate nuclear power reactors in accordance with policies and procedures to protect workers from radiation and to ensure environmental safety.1h 2m a shift · No AI or robot evidence found
Why this label?This is physical work, and no robot has been shown doing it yet. How labels work
Record operating data, such as the results of surveillance tests.49m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Monitor or operate boilers, turbines, wells, or auxiliary power plant equipment.37m a shift · Robots only in factory cells
Why this label?Robots have done this only in factory setups built around the machine, so it stays Human for nuclear power reactor operators. How labels work
Adjust controls to position rod and to regulate flux level, reactor period, coolant temperature, or rate of power flow, following standard procedures.25m a shift · Robots only in factory cells
Why this label?Robots have done this only in factory setups built around the machine, so it stays Human for nuclear power reactor operators. How labels work
Develop or implement actions such as lockouts, tagouts, or clearances to allow equipment to be safely repaired.25m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Respond to system or unit abnormalities, diagnosing the cause, and recommending or taking corrective action.25m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Dispatch orders or instructions to personnel through radiotelephone or intercommunication systems to coordinate auxiliary equipment operation.25m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Implement operational procedures, such as those controlling start-up or shut-down activities.18m a shift · Robots only in factory cells
Why this label?Robots have done this only in factory setups built around the machine, so it stays Human for nuclear power reactor operators. How labels work
Conduct inspections or operations outside of control rooms as necessary.18m a shift · Robots deployed · e.g. ANYmal X (ANYbotics)
Why this label?Marked Robot because ANYmal X (ANYbotics) (in real use) has done this task in a real workplace. It shows a robot can do it somewhere, not that most nuclear power reactor operators work alongside one. How labels work
Authorize maintenance activities on units or changes in equipment or system operational status.18m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Supervise technicians' work activities to ensure that equipment is operated in accordance with policies and procedures that protect workers from radiation and ensure environmental safety.18m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Note malfunctions of equipment, instruments, or controls and report these conditions to supervisors.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Review and edit standard operating procedures.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Authorize actions to correct identified operational inefficiencies or hazards so that operating efficiency is maximized and potential environmental issues are minimized.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Participate in nuclear fuel element handling activities, such as preparation, transfer, loading, or unloading.6m a shift · Robots only in factory cells
Why this label?Robots have done this only in factory setups built around the machine, so it stays Human for nuclear power reactor operators. How labels work
Direct reactor operators in emergency situations, in accordance with emergency operating procedures.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Direct the collection and testing of air, water, gas, or solid samples to determine radioactivity levels or to ensure appropriate radioactive containment.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Direct measurement of the intensity or types of radiation in work areas, equipment, or materials.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work

Clock history

  1. 19m touchedFirst published: O*NET 30.1, Anthropic Economic Index (2025 usage and September 2026 robot study), BLS May 2025

When new data changes this clock, the date, the new numbers and the reason are logged here. Company news alone never moves the clock.

On the floor

No company news tracked for this job yet. New stories are added as they happen.

Ask the clock

Will AI replace nuclear power reactor operators?

Not on current evidence. Less than 30 minutes of a typical shift goes to tasks that AI or robots are doing today. The other 7h 41m (96%) stays with people. Separately, BLS expects about 5.9% fewer of these jobs by 2035 (all jobs: +3.5%).

What can AI already do for nuclear power reactor operators?

None of this job's tasks show regular AI use yet. That can mean the work is hands-on or in person, or simply that it rarely comes up in AI usage data.

Where do robots fit in?

For some tasks, yes. Robots have done 1 of this job's tasks in workplaces like this one, about 19m of a typical shift. 4 more tasks have only been done in factory setups built around the machine, so they stay with people here. For 1 physical task, no robot has shown it can do the work yet.

  • Conduct inspections or operations outside of control rooms as necessary. (18m a shift; e.g. ANYmal X (ANYbotics), in use)
What still needs a person?

7h 41m of a typical shift, or 96%, goes to tasks with no AI or robot evidence yet. No AI usage or robot deployment has shown up for these so far. The biggest:

  • Monitor all systems for normal running conditions, performing activities such as checking gauges to assess output or the effects of generator loading on other equipment. (1h 38m a shift)
  • Operate nuclear power reactors in accordance with policies and procedures to protect workers from radiation and to ensure environmental safety. (1h 2m a shift)
  • Record operating data, such as the results of surveillance tests. (49m a shift)
  • Monitor or operate boilers, turbines, wells, or auxiliary power plant equipment. (37m a shift)
  • Adjust controls to position rod and to regulate flux level, reactor period, coolant temperature, or rate of power flow, following standard procedures. (25m a shift)
Why is that work hard to automate?

Much of it comes down to where and how the work happens. In-person, hands-on and high-stakes work is where AI and robots have made the least headway so far. In the official O*NET survey of people in this job:

  • 100% talk face to face with others every day
  • 90% say a mistake would be very or extremely serious
  • 89% carry high or very high responsibility for other workers' safety
Are employers still hiring nuclear power reactor operators?

On Indeed, job postings in the Production & Manufacturing sector are at 124% of their February 2020 level (all U.S. postings: 104%), up 12.6% from a year earlier, as of Oct 9, 2026. BLS separately expects about 400 openings a year in this job through 2035. Across all U.S. postings, 7.3% now mention AI skills. Sector postings cover more than this one job and move for many reasons besides AI.

How much do nuclear power reactor operators make?

The median pay is about $122,890 a year ($59.08 an hour), 141% above the median for all U.S. jobs ($50,980). Most people in this job earn between $98,640 and $149,310 a year; that range covers the middle 80%. Pay figures are from BLS, May 2025, and vary a lot by state and employer. Pick a state to compare:

Is this job growing or shrinking?

BLS projects a decline of 5.9% from 2025 to 2035, compared with 3.5% growth for all jobs. That's about 4,900 jobs in 2035. Even so, it expects about 400 openings a year, mostly from people retiring or changing careers. These projections don't single out AI as a cause.

How many nuclear power reactor operators are there in the U.S.?

About 5,150 people in the U.S., roughly 0.00% of all workers (BLS, May 2025). That makes it the 726th largest of the 796 jobs on this site. BLS expects about 4,900 in 2035.

What training do nuclear power reactor operators need?

The most common requirement is a high school diploma: about 50% of people in the job said so in the official O*NET survey. O*NET rates the job at level 3 of 5 for preparation, which usually means: vocational school or associate's degree. Requirements vary by state and employer, especially for licensed work.

What should I learn to stay ahead of AI?

These come from the job's official skill ratings and from the tasks that AI and robots touch least today. Building them keeps you strong in the parts of the work that still need a person:

  • Skills that matter more here than in most jobs: Operation and Control, Operations Monitoring, Monitoring, Quality Control Analysis
  • Get strong at the parts of the job that stay with people (listed above), which take 7h 41m of a typical shift
  • Tools employers list: Microsoft Access, Microsoft Azure software, Microsoft Excel, Microsoft Office software, Microsoft Power Automate
What other jobs could nuclear power reactor operators move into?

These use similar skills. Matches come from 109 official ratings of skills, knowledge and work activities, and each needs the same or less preparation unless the official list relates the jobs directly:

  • Nuclear Monitoring Technicians (1h 59m touched, $110k median pay)
  • Nuclear Technicians (1h 31m touched, $110k median pay)
  • Chemical Plant and System Operators (1h 1m touched, $78k median pay)
How solid are these numbers?

Each task carries its own evidence label. For this job: 1 with robots in real deployments, 18 with no AI or robot evidence found. The minutes per task are estimates, not measured hours, and "no evidence" doesn't prove a task is safe.

Tools in demand

  • Microsoft Access
  • Microsoft Azure software
  • Microsoft Power Automate
  • Microsoft Power BI
  • Microsoft SharePoint

Plus everyday office tools: Microsoft Excel, Microsoft Office software, Microsoft PowerPoint.

Also called

Control Operator, Control Room Agent, Control Room Officer, Control Room Operator, Licensed Nuclear Control Room Operator, Licensed Reactor Operator, Nuclear Control Operator, Nuclear Control Room Non-Licensed Operator, Nuclear Control Room Operator, Nuclear Operator, Nuclear Plant Operator (NPO), Nuclear Power Plant Process Control Worker, Nuclear Power Reactor Operator, Nuclear Reactor Operator