Nuclear Engineers
Conduct research on nuclear engineering projects or apply principles and theory of nuclear science to problems concerned with release, control, and use of nuclear energy and nuclear waste disposal.
AI Impact Summary
Nuclear Engineers faces moderate AI displacement risk with a score of 31/100. This occupation has higher AI displacement risk than 46% of all analyzed occupations. Of 20 analyzed tasks, 4 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 Mathematics 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 Information Ordering 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.
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)
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Nuclear Engineers skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
Machine Learning Specialization
by Stanford / DeepLearning.AI
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Design Patterns in C# and .NET
by Pluralsight
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
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
Initiate corrective actions or order plant shutdowns in emergency situations.
Monitor nuclear facility operations to identify any design, construction, or operation practices that violate safety regulations and laws or that could jeopardize the safety of operations.
Design or develop nuclear equipment, such as reactor cores, radiation shielding, or associated instrumentation or control mechanisms.
Examine accidents to obtain data that can be used to design preventive measures.
Direct operating or maintenance activities of operational nuclear power plants to ensure efficiency and conformity to safety standards.
Recommend preventive measures to be taken in the handling of nuclear technology, based on data obtained from operations monitoring or from evaluation of test results.
Write operational instructions to be used in nuclear plant operation or nuclear fuel or waste handling and disposal.
Conduct environmental studies related to topics such as nuclear power generation, nuclear waste disposal, or nuclear weapon deployment.
Direct environmental compliance activities associated with nuclear plant operations or maintenance.
Prepare environmental impact statements, reports, or presentations for regulatory or other agencies.
Prepare technical reports of findings or recommendations, based on synthesized analyses of test results.
Develop or contribute to the development of plans to remediate or restore environments affected by nuclear radiation, such as waste disposal sites.
Conduct tests of nuclear fuel behavior and cycles or performance of nuclear machinery and equipment to optimize performance of existing plants.
Design or oversee construction or operation of nuclear reactors or power plants or nuclear fuels reprocessing and reclamation systems.
Design or direct nuclear research projects to test or modify theoretical models, develop new theoretical models, or discover new uses for current models.
Design fuel cycle models or processes to reduce the quantity of radioactive waste generated from nuclear activities.
Consult with other scientists to determine parameters of experimentation or suitability of analytical models.
Perform experiments that will provide information about acceptable methods of nuclear material usage, nuclear fuel reclamation, or waste disposal.
Keep abreast of developments and changes in the nuclear field by reading technical journals or by independent study and research.
Discuss construction project proposals with interested parties, such as vendors, contractors, or nuclear facility review boards.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Initiate corrective actions or order plant shutdowns in emergency situations. | 10Estimated | 31.0% | 3% | |
| Monitor nuclear facility operations to identify any design, construction, or operation practices that violate safety regulations and laws or that could jeopardize the safety of operations. | 45Estimated | 45.0% | 10% | |
| Design or develop nuclear equipment, such as reactor cores, radiation shielding, or associated instrumentation or control mechanisms. | 45Estimated | 45.0% | 10% | |
| Examine accidents to obtain data that can be used to design preventive measures. | 55Estimated | 49.0% | 3% | |
| Direct operating or maintenance activities of operational nuclear power plants to ensure efficiency and conformity to safety standards. | 10Estimated | 19.0% | 8% | |
| Recommend preventive measures to be taken in the handling of nuclear technology, based on data obtained from operations monitoring or from evaluation of test results. | 55Estimated | 49.0% | 5% | |
| Write operational instructions to be used in nuclear plant operation or nuclear fuel or waste handling and disposal. | 61.68Observed | 73.9% | 5% | |
| Conduct environmental studies related to topics such as nuclear power generation, nuclear waste disposal, or nuclear weapon deployment. | 55Estimated | 49.0% | 5% | |
| Direct environmental compliance activities associated with nuclear plant operations or maintenance. | 15Estimated | 21.0% | 5% | |
| Prepare environmental impact statements, reports, or presentations for regulatory or other agencies. | 65Observed | 75.2% | 5% | |
| Prepare technical reports of findings or recommendations, based on synthesized analyses of test results. | 92Estimated | 86.0% | 5% | |
| Develop or contribute to the development of plans to remediate or restore environments affected by nuclear radiation, such as waste disposal sites. | 50Estimated | 47.0% | 5% | |
| Conduct tests of nuclear fuel behavior and cycles or performance of nuclear machinery and equipment to optimize performance of existing plants. | 40Estimated | 43.0% | 6% | |
| Design or oversee construction or operation of nuclear reactors or power plants or nuclear fuels reprocessing and reclamation systems. | 30Estimated | 39.0% | 6% | |
| Design or direct nuclear research projects to test or modify theoretical models, develop new theoretical models, or discover new uses for current models. | 60.15Observed | 51.1% | 5% | |
| Design fuel cycle models or processes to reduce the quantity of radioactive waste generated from nuclear activities. | 60Estimated | 51.0% | 5% | |
| Consult with other scientists to determine parameters of experimentation or suitability of analytical models. | 62.5Observed | 40.0% | 4% | |
| Perform experiments that will provide information about acceptable methods of nuclear material usage, nuclear fuel reclamation, or waste disposal. | 30Estimated | 39.0% | 4% | |
| Keep abreast of developments and changes in the nuclear field by reading technical journals or by independent study and research. | 92Estimated | 86.0% | 3% | |
| Discuss construction project proposals with interested parties, such as vendors, contractors, or nuclear facility review boards. | 15Estimated | 21.0% | 3% |
Protective Factors
Total protective discount: 30.7%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$127,520
per year
Mean Wage
$134,980
per year
Employment
15K
workers
Wage Range
$88,290 - $187,430
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
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Nuclear Engineers professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics 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.
- Information Ordering
High reliance on Information Ordering 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.
- 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.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Instructing
Instructing 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.
- Writing
Writing 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.
- Systems Analysis
Systems Analysis 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
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