Nuclear Equipment Operation Technicians
Operate equipment used for the release, control, or utilization of nuclear energy to assist scientists in laboratory or production activities.
AI Impact Summary
Nuclear Equipment Operation Technicians faces moderate AI displacement risk with a score of 38/100. This occupation has higher AI displacement risk than 74% of all analyzed occupations. Of 20 analyzed tasks, 5 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Nuclear Equipment Operation Technicians skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
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Cybersecurity Fundamentals Path
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Double down on skills AI can't replicate
Inspired Leadership Through Emotional Intelligence
by Case Western Reserve University
Estimated Impact
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
20 tasks analyzed
Follow nuclear equipment operational policies and procedures that ensure environmental safety.
Conduct surveillance testing to determine safety of nuclear equipment.
Monitor nuclear reactor equipment performance to identify operational inefficiencies, hazards, or needs for maintenance or repair.
Test plant equipment to ensure it is operating properly.
Apply safety tags to equipment needing maintenance.
Monitor instruments, gauges, or recording devices under direction of nuclear experimenters.
Follow policies and procedures for radiation workers to ensure personnel safety.
Modify, devise, or maintain nuclear equipment used in operations.
Perform testing, maintenance, repair, or upgrading of accelerator systems.
Adjust controls of equipment to control particle beam movement, pulse rates, energy or intensity, or radiation, according to specifications.
Submit computations to supervisors for review.
Warn maintenance workers of radiation hazards and direct workers to vacate hazardous areas.
Calculate equipment operating factors, such as radiation times, dosages, temperatures, gamma intensities, or pressures, using standard formulas and conversion tables.
Measure the intensity and identify the types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments.
Communicate with accelerator maintenance personnel to ensure readiness of support systems, such as vacuum, water cooling, or radio frequency power sources.
Set control panel switches to route electric power from sources and direct particle beams through injector units.
Identify and implement appropriate decontamination procedures, based on equipment and the size, nature, and type of contamination.
Decontaminate objects by cleaning them using soap or solvents or by abrading using brushes, buffing machines, or sandblasting machines.
Prepare reports to communicate information such as contamination test results, decontamination results, or decontamination procedures.
Collect air, water, gas or solid samples for testing to determine radioactivity levels or to ensure appropriate radioactive containment.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Follow nuclear equipment operational policies and procedures that ensure environmental safety. | 50Estimated | 69.2% | 8% | |
| Conduct surveillance testing to determine safety of nuclear equipment. | 50Estimated | 69.2% | 8% | |
| Monitor nuclear reactor equipment performance to identify operational inefficiencies, hazards, or needs for maintenance or repair. | 72Estimated | 78.0% | 8% | |
| Test plant equipment to ensure it is operating properly. | 30Estimated | 45.0% | 7% | |
| Apply safety tags to equipment needing maintenance. | 30Estimated | 45.0% | 3% | |
| Monitor instruments, gauges, or recording devices under direction of nuclear experimenters. | 87Estimated | 84.0% | 6% | |
| Follow policies and procedures for radiation workers to ensure personnel safety. | 52Estimated | 70.0% | 6% | |
| Modify, devise, or maintain nuclear equipment used in operations. | 0Estimated | 9.0% | 6% | |
| Perform testing, maintenance, repair, or upgrading of accelerator systems. | 0Estimated | 9.0% | 5% | |
| Adjust controls of equipment to control particle beam movement, pulse rates, energy or intensity, or radiation, according to specifications. | 45Estimated | 51.0% | 5% | |
| Submit computations to supervisors for review. | 92Estimated | 86.0% | 3% | |
| Warn maintenance workers of radiation hazards and direct workers to vacate hazardous areas. | 5Estimated | 17.0% | 3% | |
| Calculate equipment operating factors, such as radiation times, dosages, temperatures, gamma intensities, or pressures, using standard formulas and conversion tables. | 97Estimated | 88.0% | 5% | |
| Measure the intensity and identify the types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments. | 40Estimated | 49.0% | 5% | |
| Communicate with accelerator maintenance personnel to ensure readiness of support systems, such as vacuum, water cooling, or radio frequency power sources. | 20Estimated | 23.0% | 4% | |
| Set control panel switches to route electric power from sources and direct particle beams through injector units. | 35Estimated | 47.0% | 4% | |
| Identify and implement appropriate decontamination procedures, based on equipment and the size, nature, and type of contamination. | 30Estimated | 39.0% | 4% | |
| Decontaminate objects by cleaning them using soap or solvents or by abrading using brushes, buffing machines, or sandblasting machines. | 30Estimated | 45.0% | 4% | |
| Prepare reports to communicate information such as contamination test results, decontamination results, or decontamination procedures. | 97Estimated | 88.0% | 3% | |
| Collect air, water, gas or solid samples for testing to determine radioactivity levels or to ensure appropriate radioactive containment. | 40Estimated | 49.0% | 3% |
Protective Factors
Total protective discount: 28.3%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$104,240
per year
Mean Wage
$100,730
per year
Employment
6K
workers
Wage Range
$64,370 - $126,890
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Alternate Career Paths
See all transitionsNuclear Monitoring Technicians
36%Median salary: $104,240
Higher risk than 68% of other occupations
Manufacturing Production Technicians
40%Median salary: $77,390
Higher risk than 82% of other occupations
Nuclear Power Reactor Operators
42%Median salary: $122,610
Higher risk than 84% of other occupations
Stationary Engineers and Boiler Operators
42%Median salary: $75,190
Higher risk than 85% of other occupations
Chemical Plant and System Operators
43%Median salary: $73,540
Higher risk than 86% of other occupations
Gas Compressor and Gas Pumping Station Operators
43%Median salary: $71,510
Higher risk than 87% of other occupations
Petroleum Pump System Operators, Refinery Operators, and Gaugers
43%Median salary: $97,540
Higher risk than 88% of other occupations
Pump Operators, Except Wellhead Pumpers
44%Median salary: $60,020
Higher risk than 89% of other occupations
Power Plant Operators
46%Median salary: $99,670
Higher risk than 94% of other occupations
Gas Plant Operators
47%Median salary: $83,400
Higher risk than 94% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Nuclear Equipment Operation Technicians professionals should diversify beyond them.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change