AITakeover Tracker
31%medium risk

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.

Green Enhanced SkillsHigher risk than 46% of occupations

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)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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 Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

MonitoringCritical ThinkingWritingJudgment and Decision MakingSystems AnalysisActive LearningTechnology Design

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

Courseraintermediate

Machine Learning Specialization

by Stanford / DeepLearning.AI

~10 weeks$49/mo4.9Certificate
Addresses vulnerability: Mathematics

Estimated Impact

-7.9pt risk+$8K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.6pt risk+$8K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Pluralsightadvanced

Design Patterns in C# and .NET

by Pluralsight

20 hours$29/mo4.6
Strengthens resilience: Complex Problem Solving

Estimated Impact

-2.3pt risk+$5K/yr salary

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

Some College4%
Bachelor's Degree85%
Master's Degree4%
Doctoral/Professional Degree7%

Prior Experience Needed

Work experience required to enter this job

None56%
3-6 months4%
6 months - 1 year7%
1-2 years4%
2-4 years19%
4-6 years4%
6-8 years4%
Over 10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None4%
Up to 1 month8%
1-3 months8%
3-6 months19%
6 months - 1 year15%
1-2 years35%
2-4 years8%
6-8 years4%

How AI Impacts Each Task

20 tasks analyzed

Initiate corrective actions or order plant shutdowns in emergency situations.

Risk: 31.0%AI: 10EstimatedTime: 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.

Risk: 45.0%AI: 45EstimatedTime: 10%

Design or develop nuclear equipment, such as reactor cores, radiation shielding, or associated instrumentation or control mechanisms.

Risk: 45.0%AI: 45EstimatedTime: 10%

Examine accidents to obtain data that can be used to design preventive measures.

Risk: 49.0%AI: 55EstimatedTime: 3%

Direct operating or maintenance activities of operational nuclear power plants to ensure efficiency and conformity to safety standards.

Risk: 19.0%AI: 10EstimatedTime: 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.

Risk: 49.0%AI: 55EstimatedTime: 5%

Write operational instructions to be used in nuclear plant operation or nuclear fuel or waste handling and disposal.

Risk: 73.9%AI: 61.68ObservedTime: 5%

Conduct environmental studies related to topics such as nuclear power generation, nuclear waste disposal, or nuclear weapon deployment.

Risk: 49.0%AI: 55EstimatedTime: 5%

Direct environmental compliance activities associated with nuclear plant operations or maintenance.

Risk: 21.0%AI: 15EstimatedTime: 5%

Prepare environmental impact statements, reports, or presentations for regulatory or other agencies.

Risk: 75.2%AI: 65ObservedTime: 5%

Prepare technical reports of findings or recommendations, based on synthesized analyses of test results.

Risk: 86.0%AI: 92EstimatedTime: 5%

Develop or contribute to the development of plans to remediate or restore environments affected by nuclear radiation, such as waste disposal sites.

Risk: 47.0%AI: 50EstimatedTime: 5%

Conduct tests of nuclear fuel behavior and cycles or performance of nuclear machinery and equipment to optimize performance of existing plants.

Risk: 43.0%AI: 40EstimatedTime: 6%

Design or oversee construction or operation of nuclear reactors or power plants or nuclear fuels reprocessing and reclamation systems.

Risk: 39.0%AI: 30EstimatedTime: 6%

Design or direct nuclear research projects to test or modify theoretical models, develop new theoretical models, or discover new uses for current models.

Risk: 51.1%AI: 60.15ObservedTime: 5%

Design fuel cycle models or processes to reduce the quantity of radioactive waste generated from nuclear activities.

Risk: 51.0%AI: 60EstimatedTime: 5%

Consult with other scientists to determine parameters of experimentation or suitability of analytical models.

Risk: 40.0%AI: 62.5ObservedTime: 4%

Perform experiments that will provide information about acceptable methods of nuclear material usage, nuclear fuel reclamation, or waste disposal.

Risk: 39.0%AI: 30EstimatedTime: 4%

Keep abreast of developments and changes in the nuclear field by reading technical journals or by independent study and research.

Risk: 86.0%AI: 92EstimatedTime: 3%

Discuss construction project proposals with interested parties, such as vendors, contractors, or nuclear facility review boards.

Risk: 21.0%AI: 15EstimatedTime: 3%

Protective Factors

Total protective discount: 30.7%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityAttention to DetailAnalytical ThinkingDependabilityCooperationInitiativeStress ToleranceAchievement/EffortAdaptability/FlexibilityPersistenceSelf ControlLeadership

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

$88,290Median: $127,520$187,430
Career Planning

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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

-2.1

overall change

Checking for existing plan...

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