Will nuclear power reactor operators be replaced by AI?
Updated
Nuclear power reactor operators score 25 of 100 for AI exposure. 59% of their task time still needs a person. AI can do 12% today and speed up another 29%.
- 12% AI can do it
- 29% AI helps
- 59% Needs a person
Low exposure
Lower than 71% of the 923 occupations we scored.
Task by task
We graded 19 tasks, listed here from most to least exposed. AI can do 2 of them today, speeds up 5 and leaves 12 to people.
| Task | AI exposure |
|---|---|
| Record operating data, such as the results of surveillance tests. Digital logging and data capture can automate most record keeping. | 70% AI can do it |
| Review and edit standard operating procedures. Drafting and editing procedures is text work AI handles well. | 62% AI can do it |
| Note malfunctions of equipment, instruments, or controls and report these conditions to supervisors. AI can draft condition reports; supervisors still review and sign. | 50% AI helps |
| Develop or implement actions such as lockouts, tagouts, or clearances to allow equipment to be safely repaired. AI drafts tagout paperwork; physical isolation stays with people. | 30% AI helps |
| 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. Data trends assist, but walking gauge checks need people. | 30% AI helps |
| Respond to system or unit abnormalities, diagnosing the cause, and recommending or taking corrective action. AI can suggest causes; live diagnosis stays with operators. | 28% AI helps |
| Authorize actions to correct identified operational inefficiencies or hazards so that operating efficiency is maximized and potential environmental issues are minimized. AI can flag inefficiencies; authorizing fixes is a human decision. | 28% AI helps |
| Monitor or operate boilers, turbines, wells, or auxiliary power plant equipment. Boiler and turbine equipment work is physical and on site. | 15% Needs a person |
| Implement operational procedures, such as those controlling start-up or shut-down activities. Procedure steps are sequenced, but actions are physical and supervised. | 15% Needs a person |
| Dispatch orders or instructions to personnel through radiotelephone or intercommunication systems to coordinate auxiliary equipment operation. Live radio coordination with field crews needs human voice contact. | 15% Needs a person |
Show the other 9 tasks
| Task | AI exposure |
|---|---|
| Authorize maintenance activities on units or changes in equipment or system operational status. Maintenance authorization carries regulatory and legal accountability. | 15% Needs a person |
| Direct the collection and testing of air, water, gas, or solid samples to determine radioactivity levels or to ensure appropriate radioactive containment. Sample collection is physical; AI can help interpret lab results. | 15% Needs a person |
| Operate nuclear power reactors in accordance with policies and procedures to protect workers from radiation and to ensure environmental safety. Live reactor operation with physical controls and radiation safety duties. | 12% Needs a person |
| Direct reactor operators in emergency situations, in accordance with emergency operating procedures. Leading crews through emergencies is live, accountable command. | 12% Needs a person |
| 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. Supervising technicians on site in radiation areas is physical work. | 12% Needs a person |
| Adjust controls to position rod and to regulate flux level, reactor period, coolant temperature, or rate of power flow, following standard procedures. Physically adjusting rods and flux through live plant controls. | 10% Needs a person |
| Direct measurement of the intensity or types of radiation in work areas, equipment, or materials. Radiation surveys are physical measurements taken in work areas. | 10% Needs a person |
| Participate in nuclear fuel element handling activities, such as preparation, transfer, loading, or unloading. Fuel handling is physical work with machines near radiation. | 6% Needs a person |
| Conduct inspections or operations outside of control rooms as necessary. Walking plant areas for inspections is physical work. | 5% Needs a person |
How nuclear power reactor operators compare
All occupations (923)
Production (107)
Pay and outlook in the US
- Median pay
- $122,890 a year, May 2025
- People employed
- 5,150 in the US, May 2025
- Projected change in jobs
- -5.9% from 2024 to 2034
Skills to build
- Hold an NRC reactor operator license
- Run plant work orders in Outage management system OMS
- Review AI-drafted condition reports before supervisor sign-off
- Build Power BI dashboards for reactor trend data
- Lead crews through emergency operating procedures
Safer roles nearby
2 related occupations with lower scores.
Questions about nuclear power reactor operators and AI
Will AI replace nuclear power reactor operators?
Partly. About 2 in 10 working hours go to tasks AI can already do, mostly recording operating data and reviewing operating procedures. Control room decisions, physical rod and flux adjustments, and emergency command stay with people because they need a licensed person accountable on live plant controls.
Which tasks of nuclear power reactor operators will AI take over?
Recording operating data has the highest exposure at 70, because digital logging and data capture can automate most record keeping. Reviewing and editing standard operating procedures scores 62, since drafting and editing is text work AI handles well. Noting equipment malfunctions scores 50, and AI can draft the condition reports that supervisors then review and sign.
Which tasks stay with nuclear power reactor operators?
Adjusting controls to position rods and regulate flux scores 10, because the work runs through live plant controls that a person moves manually. Radiation surveys score 10 since they are physical measurements taken in work areas. Directing crews in emergencies scores 12 because it is live, accountable command under emergency operating procedures.
How can nuclear power reactor operators stay valuable?
Keep the NRC reactor operator license active and run the physical walkdowns and rod adjustments that stay human. Build Power BI dashboards on logged trend data so you can spot abnormalities early. Check every AI-drafted condition report and tagout before a supervisor signs.
Related jobs
Next steps for nuclear power reactor operators
Check which roles in your team AI can take on
We map your team's tasks, show what AI can do today and build the automations that pay back first.
Related topics
- Jobs AI can't replaceCement masons score lowest, at 8.
- Jobs most at risk from AIProofreaders score highest, at 76.
- High-paying jobs with low AI exposureRadiologists earn a median $420,860 and score 46.
- Entry-level jobs with low AI exposureCement masons need little prior training and score 8.
- Jobs AI speeds up the mostFor natural sciences managers, AI speeds up 96% of task time.
- AI and jobs in Malta15 iGaming roles graded task by task.
- Skills that keep work humanThe skills to build in the jobs AI changes least.
- Jobs A to ZEvery job we publish, by first letter.
- AI exposure by industryAverage scores for 22 occupation groups.
- Write a CV screening software can readHow applicant tracking systems read a CV, and what to change.
- AI for businessesThe tasks to automate first in each team and industry.
- How we score AI exposureThe grading, the weights and every source.