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How a nuclear engineer can use AI, task by task

O*NET 17-2161.00: Nuclear EngineersMedian pay $133,970/year (BLS, May 2025)20 tasksJob Zone 4: Considerable preparation

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.

Type your own title and every prompt on this page updates to match. Also called: Engineer, Nuclear Design Engineer, Nuclear Engineer, Nuclear Licensing Engineer, Nuclear Process Engineer, Nuclear Reactor Engineer, Nuclear Safety Engineer, Nuclear Steam Supply System Engineer (NSSS Engineer), Radiological Engineer, Reactor Engineer.

Where AI fits in this job

AI-ready 34%AI-assist 45%Stays human 21%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 7 AI-ready, 9 AI-assist and 4 human-led tasks out of 20. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

AI can draft these 7

AI produces a usable first pass. You review it, fix it and own it.

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

Monthly

AI writes the first draft from your notes; you check every fact.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 63% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to prepare technical reports of findings or recommendations, based on synthesized analyses of test results.

Context: We use Microsoft Word.
Test or study: [design test, engineering analysis]
Results: [paste data, observations]

Draft a findings report: purpose, method, results, conclusions, recommendations. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Test findings report

Step 1Pick a real example: the next time you prepare technical reports of findings or recommendations and based.
Step 2Fill in [Test or study] and [Results] with the real details, then run the prompt.
Step 3Check every figure and conclusion against the data.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.0/5 · core task · O*NET work activity: Document design or operational test results.. Also involves: Analyze test or validation data..

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

Monthly

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to write operational instructions to be used in nuclear plant operation or nuclear fuel or waste handling and disposal.

Context: We use Microsoft Word.
Document: [operating manual, maintenance guide, handbook, bulletin]
Who uses it: [operators, maintenance staff, engineers]
Source notes: [paste specs, steps, existing text]

Draft the document with numbered steps, warnings first, and a troubleshooting table. Mark anything uncertain with [CHECK].

10-minute exercise: Manual or procedure document

Step 1Pick a real example: the next time you write operational instructions.
Step 2Fill in [Document], [Who uses it] and [Source notes] with the real details, then run the prompt.
Step 3Walk through the procedure with the equipment or a user and fix every step that doesn't match reality.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.0/5 · core task · O*NET work activity: Prepare procedural documents..

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

A few times a year

AI drafts the plan, schedule or checklist for you to adjust.

Show prompt & steps

Describe the goal, the people and the constraints, and AI drafts the plan, schedule or checklist. You adjust it to what you know about real life on the ground.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to develop or contribute to the development of plans to remediate or restore environments affected by nuclear radiation, such as waste disposal sites.

Context: We use SAP software and Microsoft Excel; the work draws on physics, engineering and technology and chemistry.
Project: [planting, construction]
Scope: [describe]

Draft a detailed plan. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Detailed work plan

Step 1Pick a real example: the next time you develop or contribute to the development of plans.
Step 2Fill in [Project] and [Scope] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections. Check it against the manufacturer's manual and your site procedure before you rely on it.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.0/5 · core task · O*NET work activity: Prepare detailed work plans..

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

Monthly

AI is a patient tutor for new rules and techniques.

Show prompt & steps

AI is a patient personal tutor. It explains new rules, techniques and technology at your level, quizzes you and builds a study plan.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to keep abreast of developments and changes in the nuclear field by reading technical journals or by independent study and research.

Context: The work draws on physics, engineering and technology and chemistry.
Field: [data science, landscape design, engineering]
Topics: [new methods, products, trends]

Explain the key developments in 5 short sections with examples, quiz me, and list sources to read. I'll verify sources exist.

10-minute exercise: Technical knowledge refresh

Step 1Pick a real example: the next time you keep abreast of developments and changes.
Step 2Fill in [Field] and [Topics] with the real details, then run the prompt.
Step 3Read one source it lists in full.

AI's knowledge has a cutoff date. For new regulations and standards, always confirm against the official source.

Importance 3.1/5 · core task · O*NET work activity: Update technical knowledge..

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

A few times a year

AI turns complex material into plain-language handouts.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 58% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI is great at turning complicated material into plain-language guides, handouts, FAQs and how-tos for a specific audience. You check it's accurate.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to prepare environmental impact statements, reports, or presentations for regulatory or other agencies.

Context: The work draws on physics, engineering and technology and chemistry.
Topic: [traffic, test findings]
Data: [paste]

Draft the report. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Operational report

Step 1Pick a real example: the next time you prepare environmental impact statements, reports and presentations.
Step 2Fill in [Topic] and [Data] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it. Confirm the rules against the current official source.

Rules, prices and policies change. Make sure AI is working from your current official version.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.0/5 · core task · O*NET work activity: Prepare technical or operational reports..

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

A few times a year

AI maps out the topic and options; confirm with real sources.

Show prompt & steps

AI is a fast research assistant. Ask it to map out a topic, compare options or list what to check. Use a tool with web search and ask for its sources.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to design or direct nuclear research projects to develop, test, modify, or discover new uses for theoretical models.

Context: We use BERMUDA nuclear transport computer codes and The MathWorks MATLAB; the work draws on physics, engineering and technology and chemistry.
Topic: [production, efficiency, conservation]
Objective: [what to improve]

Outline experiments or analyses, measurements, and key literature. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Energy research plan

Step 1Pick a real example: the next time you design or direct nuclear research projects.
Step 2Fill in [Topic] and [Objective] with the real details, then run the prompt.
Step 3Open two of the sources it gives and confirm the key claim before you use it.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 3.3/5 · core task · O*NET work activity: Research energy production, use, or conservation..

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

A few times a year

AI maps out the topic and options; confirm with real sources.

Show prompt & steps

AI is a fast research assistant. Ask it to map out a topic, compare options or list what to check. Use a tool with web search and ask for its sources.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to perform experiments that will provide information about acceptable methods of nuclear material usage, nuclear fuel reclamation, or waste disposal.

Context: We use BERMUDA nuclear transport computer codes and The MathWorks MATLAB; the work draws on physics, engineering and technology and chemistry.
Topic: [production, efficiency, conservation]
Objective: [what to improve]

Outline experiments or analyses, measurements, and key literature. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Energy research plan

Step 1Pick a real example: the next time you perform experiments.
Step 2Fill in [Topic] and [Objective] with the real details, then run the prompt.
Step 3Open two of the sources it gives and confirm the key claim before you use it.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 3.4/5 · core task · O*NET work activity: Research energy production, use, or conservation..

AI can help you prep these 9

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Monitor nuclear facility operations to identify any design, construction, or operation practices that violate safety regulations and laws or could jeopardize safe operations.

Weekly

AI pre-checks against the rules; the sign-off stays with you.

Show prompt & steps

Use AI as a first-pass checker against a list of rules or standards. The final judgment and sign-off stay with you.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to monitor nuclear facility operations to identify any design, construction, or operation practices that violate safety regulations and laws or could jeopardize safe operations.

Context: We use BERMUDA nuclear transport computer codes and Scientech Safety Monitor; the work draws on physics, engineering and technology and chemistry.
Process: [describe]
Standards: [security, technical, quality]

Make a compliance checklist and flag likely gaps. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Process compliance check

Step 1Pick a real example: the next time you monitor nuclear facility operations (this week).
Step 2Fill in [Process] and [Standards] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed. Check it against the manufacturer's manual and your site procedure before you rely on it.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.5/5 · core task · O*NET work activity: Monitor processes for compliance with standards..

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

Monthly

AI pre-checks against the rules; the sign-off stays with you.

Show prompt & steps

Use AI as a first-pass checker against a list of rules or standards. The final judgment and sign-off stay with you.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to direct environmental compliance activities associated with nuclear plant operations or maintenance.

Context: We use BERMUDA nuclear transport computer codes and Scientech Safety Monitor; the work draws on physics, engineering and technology and chemistry.
Activity: [engineering work, repairs, operations]
Rules: [regulations, regulators]

List compliance checkpoints, who signs off and records needed. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Compliance coordination

Step 1Pick a real example: the next time you direct environmental compliance activities.
Step 2Fill in [Activity] and [Rules] with the real details, then run the prompt.
Step 3Confirm requirements with the regulator or compliance lead. Confirm the rules against the current official source.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.1/5 · core task · O*NET work activity: Coordinate safety or regulatory compliance activities..

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

A few times a year

AI generates options and references; taste and the final call are yours.

Show prompt & steps

Use AI to generate lots of options, references and rough mock-ups fast. The craft, the taste and the final call are what make it yours.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to design or develop nuclear equipment, such as reactor cores, radiation shielding, or associated instrumentation or control mechanisms.

Context: We use Graphics software and Mathsoft Mathcad; the work draws on physics, engineering and technology and chemistry.
System: [reactor component, nano device]
Requirements: [describe]

Generate design concepts. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Energy system design

Step 1Pick a real example: the next time you design or develop nuclear equipment.
Step 2Fill in [System] and [Requirements] with the real details, then run the prompt.
Step 3Pick the idea that sparks something and develop it yourself for 5 minutes. Check it against the manufacturer's manual and your site procedure before you rely on it.

Check the usage rules for AI images and text in your field, and make sure the final work is original.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.5/5 · core task · O*NET work activity: Design energy production or management equipment or systems..

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.

Monthly

AI helps you prepare clearer wording and likely questions.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to 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.

Context: We use BERMUDA nuclear transport computer codes and Scientech Safety Monitor; the work draws on physics, engineering and technology and chemistry.
Issue: [traffic, workplace hazards]
Audience: [describe]

Explain recommendations. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Safety advice

Step 1Pick a real example: the next time you recommend preventive measures.
Step 2Fill in [Issue] and [Audience] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 3.6/5 · core task · O*NET work activity: Advise others on health and safety issues..

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

A few times a year

AI drafts clear messages and talking points.

Show prompt & steps

AI can draft updates, emails and talking points so your message is clear and complete. Relationships and real-time calls are yours.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to consult with other scientists to determine parameters of experimentation or suitability of analytical models.

Context: We use The MathWorks MATLAB and ANSYS simulation software.
Project: [building, landscape]
Partners: [architects, estimators]

Draft coordination points and questions. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Design coordination

Step 1Pick a real example: the next time you consult with other scientists to determine parameters of experimentation.
Step 2Fill in [Project] and [Partners] with the real details, then run the prompt.
Step 3Edit it until it sounds like you, then send it yourself.

Never let AI send messages for you. Read every word, because tone mistakes cost trust.

Importance 3.6/5 · core task · O*NET work activity: Confer with technical personnel to prepare designs or operational plans..

Examine accidents to obtain data for use in design of preventive measures.

A few times a year

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to examine accidents to obtain data for use in design of preventive measures.

Context: We use Scientech Safety Monitor and The MathWorks MATLAB; the work draws on physics, engineering and technology and chemistry.
Workplace or task: [describe]
Concern: [injury, exposure, hazard]

List hazards to check, questions for workers, measurements, standards, and corrective actions. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Workplace safety investigation

Step 1Pick a real example: the next time you examine accidents.
Step 2Fill in [Workplace or task] and [Concern] with the real details, then run the prompt.
Step 3Walk the area with the checklist and log findings.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.3/5 · core task · O*NET work activity: Investigate safety of work environment..

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

A few times a year

AI drafts clear messages and talking points.

Show prompt & steps

AI can draft updates, emails and talking points so your message is clear and complete. Relationships and real-time calls are yours.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to discuss construction project proposals with interested parties, such as vendors, contractors, or nuclear facility review boards.

Context: We use BERMUDA nuclear transport computer codes.
Recipient: [vendor, regulator]
Information: [describe]

Draft the message. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Technical communication to external parties

Step 1Pick a real example: the next time you discuss construction project proposals.
Step 2Fill in [Recipient] and [Information] with the real details, then run the prompt.
Step 3Edit it until it sounds like you, then send it yourself. Confirm the rules against the current official source.

Never let AI send messages for you. Read every word, because tone mistakes cost trust.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 3.5/5 · core task · O*NET work activity: Communicate technical information to suppliers, contractors, or regulatory agencies..

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

A few times a year

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to design fuel cycle models or processes to reduce the quantity of radioactive waste generated from nuclear activities.

Context: We use SAP software and Microsoft Excel; the work draws on physics, engineering and technology and chemistry.
Process: [bioremediation, packaging]
Goals: [waste, pollution]

Suggest process designs with trade-offs. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Green process design

Step 1Pick a real example: the next time you design fuel cycle models or processes.
Step 2Fill in [Process] and [Goals] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 3.8/5 · core task · O*NET work activity: Develop operational methods or processes that use green materials or emphasize sustainability..

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

A few times a year

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to conduct environmental studies on topics such as nuclear power generation, nuclear waste disposal, or nuclear weapon deployment.

Context: We use BERMUDA nuclear transport computer codes and The MathWorks MATLAB; the work draws on physics, engineering and technology and chemistry.
Project: [type, size, location]
Sensitive features: [water, habitat, neighbours, heritage]

List potential impacts by phase, studies or permits likely needed, mitigation options, and data to gather first.

10-minute exercise: Environmental impact scoping

Step 1Pick a real example: the next time you conduct environmental studies.
Step 2Fill in [Project] and [Sensitive features] with the real details, then run the prompt.
Step 3Check the permit list with your local regulator's guidance.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 3.4/5 · core task · O*NET work activity: Investigate the environmental impact of projects..

These stay human 4

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: once a week or more but not every day · Responsible for others' health and safety: high responsibility · Impact of decisions: important results · Contact with others: contact with others most of the time

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

Weekly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a nuclear engineer. Part of my job is to direct operating or maintenance activities of nuclear power plants to ensure efficiency and conformity to safety standards.

Context: The work draws on physics, engineering and technology and chemistry.
Systems: [transport, fire protection, equipment]
Issues: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Directing maintenance

Step 1Pick a real example: the next time you direct operating or maintenance activities of nuclear power plants (this week).
Step 2Fill in [Systems] and [Issues] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.3/5 · core task · O*NET work activity: Direct equipment maintenance or repair activities.. Also involves: Direct energy production or management activities..

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

Monthly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a nuclear engineer. Part of my job is to design or oversee construction or operation of nuclear reactors, power plants, or nuclear fuels reprocessing and reclamation systems.

Context: The work draws on physics, engineering and technology and chemistry.
Operation: [plant, wells]
Goal: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Directing energy operations

Step 1Pick a real example: the next time you design or oversee construction or operation of nuclear reactors, power plants.
Step 2Fill in [Operation] and [Goal] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.2/5 · core task · O*NET work activity: Direct energy production or management activities..

Initiate corrective actions or order plant shutdowns in emergency situations.

A few times a year

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a nuclear engineer. Part of my job is to initiate corrective actions or order plant shutdowns in emergency situations.

Context: The work draws on physics, engineering and technology and chemistry.
Problem: [bottleneck, test issue]
Data: [describe]

Plan a team discussion and actions. Give me the key message in 2 sentences, how people might react, and how to respond to each.

10-minute exercise: Fix an operational problem

Step 1Pick a real example: the next time you initiate corrective actions or order plant shutdowns.
Step 2Fill in [Problem] and [Data] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.4/5 · core task · O*NET work activity: Resolve operational performance problems..

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

A few times a year

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a nuclear engineer. Part of my job is to conduct tests of nuclear fuel behavior and cycles or performance of nuclear machinery and equipment to optimize performance of existing plants.

Context: The work draws on physics, engineering and technology and chemistry.
System: [describe]
Requirements: [performance targets]

Draft a test plan with conditions, measurements and pass criteria. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Performance test plan

Step 1Pick a real example: the next time you conduct tests of nuclear fuel behavior and cycles.
Step 2Fill in [System] and [Requirements] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 3.8/5 · core task · O*NET work activity: Test performance of electrical, electronic, mechanical, or integrated systems or equipment..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Active Learningimportance 3.9/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Coordinationimportance 3.6/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Persuasionimportance 3.1/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Negotiationimportance 3.0/5
    Used in: Guiding, Directing, and Motivating Subordinates

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Critical Thinkingimportance 4.1/5
    Used in: Getting Information
  • Active Listeningimportance 4.0/5
    Used in: Getting Information
  • Reading Comprehensionimportance 4.0/5
    Used in: Getting Information
  • Writingimportance 4.0/5
    Used in: Documenting/Recording Information

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

New tasks appearing in this job

O*NET has started tracking 1 new or updated task here: 0 AI-ready, 1 AI-assist, 0 stays human. They have no worker ratings yet, so they aren't counted in the bar above.

Recommend preventive measures to be taken in handling nuclear technology based on data obtained from operations monitoring, systematic analysis, or evaluation of test results.

New in O*NET

AI helps you prepare clearer wording and likely questions.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a nuclear engineer. Part of my job is to recommend preventive measures to be taken in handling nuclear technology based on data obtained from operations monitoring, systematic analysis, or evaluation of test results.

Context: We use BERMUDA nuclear transport computer codes and Scientech Safety Monitor; the work draws on physics, engineering and technology and chemistry.
Issue: [traffic, workplace hazards]
Audience: [describe]

Explain recommendations. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Safety advice

Step 1Pick a real example: the next time you recommend preventive measures.
Step 2Fill in [Issue] and [Audience] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Updated O*NET task (08/2024), replacing: “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.”. O*NET work activity: Advise others on health and safety issues..

Getting into this job

Bachelor's degree is most common (81% of workers)

  • Bachelor's 81%
  • Graduate degree 19%
  • On-the-job training: 6–12 months
  • Related experience: 2–4 years
  • Professional certification: important (3.1/5)

What workers in this job report, from O*NET surveys (typical values).

Software in this job

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