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How a photonics engineer can use AI, task by task

O*NET 17-2199.07: Photonics EngineersMedian pay $122,930/year (BLS, May 2025)26 tasksJob Zone 4: Considerable preparation

Design technologies specializing in light information or light energy, such as laser or fiber optics technology.

Type your own title and every prompt on this page updates to match. Also called: Algorithm Developer, Laser Engineer, Optical Design Engineer, Optical Engineer, Optical Specialist, Optical Systems Engineer, Optoelectronics Engineer, Research and Development Engineer (R and D Engineer), Research Engineer.

Where AI fits in this job

AI-ready 37%AI-assist 37%Stays human 26%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 7 AI-ready, 14 AI-assist and 5 human-led tasks out of 26. 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).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

  1. Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in the field.Stay sharp · Weekly
  2. Analyze system performance or operational requirements.Crunch the numbers · Weekly
  3. Develop optical or imaging systems, such as optical imaging products, optical components, image processes, signal process technologies, or optical systems.Create & design · Weekly

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Design, integrate, or test photonics systems or components.Watch & inspect · Weekly
  2. Develop or test photonic prototypes or models.Hands-on work · Monthly
  3. Conduct testing to determine functionality or optimization or to establish limits of photonics systems or components.Watch & inspect · Monthly

Skills to build & where you could move ↓

AI can draft these 7

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

Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in the field.

Weekly

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 photonics engineer. Part of my job is to read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in the field.

Context: The work draws on physics, engineering and technology and design.
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 read current literature (this week).
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 3.8/5 · core task · O*NET work activity: Update technical knowledge..

Analyze system performance or operational requirements.

Weekly

AI finds trends and writes the spreadsheet formulas.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 60% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a photonics engineer. Part of my job is to analyze system performance or operational requirements.

Context: We use The MathWorks MATLAB and SAS; the work draws on physics, engineering and technology and design.
Data: [paste feedback, survey, process data]
Goal: [improvement]

Analyze and suggest changes. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Process or product evaluation

Step 1Pick a real example: the next time you analyze system performance or operational requirements (this week).
Step 2Fill in [Data] and [Goal] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

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

Importance 4.1/5 · core task · O*NET work activity: Analyze operational data to evaluate operations, processes or products..

Document photonics system or component design processes, including objectives, issues, or outcomes.

Monthly

AI turns complex material into plain-language handouts.

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 photonics engineer. Part of my job is to document photonics system or component design processes, including objectives, issues, or outcomes.

Context: We use Python and C++; the work draws on physics, engineering and technology and design.
Report topic: [describe]
Findings: [paste notes, data]
Audience: [describe]

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

10-minute exercise: Technical report draft

Step 1Pick a real example: the next time you document photonics system or component design processes.
Step 2Fill in [Report topic], [Findings] 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 3.5/5 · core task · O*NET work activity: Prepare research or technical reports.. Also involves: Write reports or evaluations..

Conduct research on new photonics technologies.

Monthly

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 photonics engineer. Part of my job is to conduct research on new photonics technologies.

Context: We use Wolfram Research Mathematica and The MathWorks MATLAB; the work draws on physics, engineering and technology and design.
Project: [system, facility, design]
Key questions: [demand, capacity, cost]

Outline a feasibility study: data needed, methods, design standards, and risks. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Engineering feasibility research

Step 1Pick a real example: the next time you conduct research on new photonics technologies.
Step 2Fill in [Project] and [Key questions] with the real details, then run the prompt.
Step 3Check the standards against your current code books.

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

Importance 3.6/5 · core task · O*NET work activity: Research advanced engineering designs or applications..

Write reports or proposals related to photonics research or development projects.

Monthly

AI turns complex material into plain-language handouts.

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 photonics engineer. Part of my job is to write reports or proposals related to photonics research or development projects.

Context: We use Python and C++; the work draws on physics, engineering and technology and design.
Subject: [property, item]
Findings: [measurements, condition, values]

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

10-minute exercise: Evaluation or appraisal report

Step 1Pick a real example: the next time you write reports or proposals.
Step 2Fill in [Subject] and [Findings] 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 3.7/5 · core task · O*NET work activity: Write reports or evaluations.. Also involves: Prepare research or technical reports.; Prepare proposal documents..

Create or maintain photonic design histories.

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 photonics engineer. Part of my job is to create or maintain photonic design histories.

Context: We use Microsoft Word.
Records: [geodetic, performance]
Needs: [describe]

Draft structure and entries. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Records system upkeep

Step 1Pick a real example: the next time you create or maintain photonic design histories.
Step 2Fill in [Records] and [Needs] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere.

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

Importance 3.2/5 · core task · O*NET work activity: Maintain operational records or records systems.. Also involves: Document technical design details..

Assist in the transition of photonic prototypes to production.

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 photonics engineer. Part of my job is to assist in the transition of photonic prototypes to production.

Context: We use Microsoft Excel; the work draws on physics, engineering and technology and design.
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 assist in the transition of photonic prototypes.
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.

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

Importance 3.9/5 · core task · O*NET work activity: Prepare detailed work plans..

AI can help you prep these 14

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

Develop optical or imaging systems, such as optical imaging products, optical components, image processes, signal process technologies, or optical systems.

Weekly

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 photonics engineer. Part of my job is to develop optical or imaging systems, such as optical imaging products, optical components, image processes, signal process technologies, or optical systems.

Context: We use Optical Research Associates LightTools and Dassault Systemes SolidWorks; the work draws on physics, engineering and technology and design.
Device: [sensor, recorder, hardware]
Requirements: [accuracy, power, interfaces]

Generate architecture options with components to evaluate. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Electronics or instrument design

Step 1Pick a real example: the next time you develop optical or imaging systems (this week).
Step 2Fill in [Device] 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 the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 4.1/5 · core task · O*NET work activity: Design electronic or computer equipment or instrumentation..

Determine applications of photonics appropriate to meet product objectives or features.

Monthly

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 photonics engineer. Part of my job is to determine applications of photonics appropriate to meet product objectives or features.

Context: We use The MathWorks MATLAB and SAS; the work draws on physics, engineering and technology and design.
Technology: [what we have]
Fields: [where it might apply]

List possible applications, feasibility, and first tests. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: New application brainstorm

Step 1Pick a real example: the next time you determine applications of photonics appropriate.
Step 2Fill in [Technology] and [Fields] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

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

Importance 3.6/5 · core task · O*NET work activity: Identify new applications for existing technologies..

Train operators, engineers, or other personnel.

Monthly

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a photonics engineer. Part of my job is to train operators, engineers, or other personnel.

Context: We use Microsoft PowerPoint; the work draws on physics, engineering and technology and design.
Procedure: [describe]
Trainees: [describe]

Plan training with demonstration, practice and sign-off criteria. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Procedure training

Step 1Pick a real example: the next time you train operators and engineers. Leave out names and identifying details.
Step 2Fill in [Procedure] and [Trainees] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 3.4/5 · core task · O*NET work activity: Train personnel on proper operational procedures..

Design electro-optical sensing or imaging systems.

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 photonics engineer. Part of my job is to design electro-optical sensing or imaging systems.

Context: We use Optical Research Associates LightTools and Dassault Systemes SolidWorks; the work draws on physics, engineering and technology and design.
Device: [sensor, recorder, hardware]
Requirements: [accuracy, power, interfaces]

Generate architecture options with components to evaluate. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Electronics or instrument design

Step 1Pick a real example: the next time you design electro-optical sensing or imaging systems.
Step 2Fill in [Device] 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 the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 3.6/5 · core task · O*NET work activity: Design electronic or computer equipment or instrumentation..

Design gas lasers, solid state lasers, infrared, or other light emitting or light sensitive devices.

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 photonics engineer. Part of my job is to design gas lasers, solid state lasers, infrared, or other light emitting or light sensitive devices.

Context: We use Dassault Systemes SolidWorks and Autodesk AutoCAD; the work draws on physics, engineering and technology and design.
Device: [sensor, recorder, hardware]
Requirements: [accuracy, power, interfaces]

Generate architecture options with components to evaluate. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Electronics or instrument design

Step 1Pick a real example: the next time you design gas lasers, solid state lasers.
Step 2Fill in [Device] 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 the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 3.2/5 · core task · O*NET work activity: Design electronic or computer equipment or instrumentation..

Determine commercial, industrial, scientific, or other uses for electro-optical applications or devices.

Monthly

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 photonics engineer. Part of my job is to determine commercial, industrial, scientific, or other uses for electro-optical applications or devices.

Context: We use The MathWorks MATLAB and SAS; the work draws on physics, engineering and technology and design.
Technology: [what we have]
Fields: [where it might apply]

List possible applications, feasibility, and first tests. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: New application brainstorm

Step 1Pick a real example: the next time you determine commercial, industrial and scientific.
Step 2Fill in [Technology] and [Fields] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

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

Importance 3.1/5 · core task · O*NET work activity: Identify new applications for existing technologies..

Design photonics products, such as light sources, displays, or photovoltaics, to achieve increased energy efficiency.

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 photonics engineer. Part of my job is to design photonics products, such as light sources, displays, or photovoltaics, to achieve increased energy efficiency.

Context: We use Apollo Photonics APSS and Dassault Systemes SolidWorks; the work draws on physics, engineering and technology and design.
Device: [sensor, recorder, hardware]
Requirements: [accuracy, power, interfaces]

Generate architecture options with components to evaluate. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Electronics or instrument design

Step 1Pick a real example: the next time you design photonics products.
Step 2Fill in [Device] 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 the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 3.4/5 · core task · O*NET work activity: Design electronic or computer equipment or instrumentation..

Develop photonics sensing or manufacturing technologies to improve the efficiency of manufacturing or related processes.

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 photonics engineer. Part of my job is to develop photonics sensing or manufacturing technologies to improve the efficiency of manufacturing or related processes.

Context: We use Apollo Photonics APSS and Dassault Systemes SolidWorks; the work draws on physics, engineering and technology and design.
Process: [food plant, chemical]
Requirements: [capacity, safety]

Generate layout and equipment options. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Process system design

Step 1Pick a real example: the next time you develop photonics sensing or manufacturing technologies.
Step 2Fill in [Process] 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 the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 2.6/5 · O*NET work activity: Design industrial processing systems..

Design or redesign optical fibers to minimize energy loss.

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 photonics engineer. Part of my job is to design or redesign optical fibers to minimize energy loss.

Context: We use Optical Research Associates LightTools and Dassault Systemes SolidWorks; the work draws on physics, engineering and technology and design.
Device: [sensor, recorder, hardware]
Requirements: [accuracy, power, interfaces]

Generate architecture options with components to evaluate. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Electronics or instrument design

Step 1Pick a real example: the next time you design or redesign optical fibers.
Step 2Fill in [Device] 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 the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 2.7/5 · O*NET work activity: Design electronic or computer equipment or instrumentation..

Develop laser-processed designs, such as laser-cut medical devices.

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 photonics engineer. Part of my job is to develop laser-processed designs, such as laser-cut medical devices.

Context: We use Dassault Systemes SolidWorks and Autodesk AutoCAD; the work draws on physics, engineering and technology and design.
Device: [sensor, recorder, hardware]
Requirements: [accuracy, power, interfaces]

Generate architecture options with components to evaluate. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Electronics or instrument design

Step 1Pick a real example: the next time you develop laser-processed designs.
Step 2Fill in [Device] 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 the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 2.5/5 · O*NET work activity: Design electronic or computer equipment or instrumentation..

Design solar energy photonics or other materials or devices to generate energy.

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 photonics engineer. Part of my job is to design solar energy photonics or other materials or devices to generate energy.

Context: We use Apollo Photonics APSS and Dassault Systemes SolidWorks; the work draws on physics, engineering and technology and design.
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 solar energy photonics or other materials or devices.
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 the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 3.0/5 · O*NET work activity: Design energy production or management equipment or systems..

Design or develop new crystals for photonics applications.

Yearly or less

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 photonics engineer. Part of my job is to design or develop new crystals for photonics applications.

Context: We use Apollo Photonics APSS and Dassault Systemes SolidWorks; the work draws on physics, engineering and technology and design.
Device: [sensor, recorder, hardware]
Requirements: [accuracy, power, interfaces]

Generate architecture options with components to evaluate. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Electronics or instrument design

Step 1Pick a real example: the next time you design or develop new crystals.
Step 2Fill in [Device] 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 the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 2.4/5 · O*NET work activity: Design electronic or computer equipment or instrumentation..

Design laser machining equipment for purposes such as high-speed ablation.

Yearly or less

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 photonics engineer. Part of my job is to design laser machining equipment for purposes such as high-speed ablation.

Context: We use Dassault Systemes SolidWorks and Autodesk AutoCAD; the work draws on physics, engineering and technology and design.
Device: [sensor, recorder, hardware]
Requirements: [accuracy, power, interfaces]

Generate architecture options with components to evaluate. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Electronics or instrument design

Step 1Pick a real example: the next time you design laser machining equipment.
Step 2Fill in [Device] 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 the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 2.3/5 · O*NET work activity: Design electronic or computer equipment or instrumentation..

Select, purchase, set up, operate, or troubleshoot state-of-the-art laser cutting equipment.

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 photonics engineer. Part of my job is to select, purchase, set up, operate, or troubleshoot state-of-the-art laser cutting equipment.

Context: We use The MathWorks MATLAB and SAS; the work draws on physics, engineering and technology and design.
Job: [survey, inspection, operation]
Requirements: [accuracy, cost, conditions]

Compare options in a table and recommend one. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Select equipment or technology

Step 1Pick a real example: the next time you select, purchase, set up.
Step 2Fill in [Job] and [Requirements] 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 2.1/5 · O*NET work activity: Select tools, equipment, or technologies for use in operations or projects.. Also involves: Operate industrial equipment.; Purchase materials, equipment, or other resources..

These stay human 5

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: every day · Contact with others: contact with others most of the time

Design, integrate, or test photonics systems or components.

Weekly

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 photonics engineer. Part of my job is to design, integrate, or test photonics systems or components.

Context: The work draws on physics, engineering and technology and design.
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 design, integrate, or test photonics systems or components (this week).
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 4.0/5 · core task · O*NET work activity: Test performance of electrical, electronic, mechanical, or integrated systems or equipment.. Also involves: Design electronic or computer equipment or instrumentation..

Develop or test photonic prototypes or models.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a photonics engineer. Part of my job is to develop or test photonic prototypes or models.

Context: The work draws on physics, engineering and technology and design.
Prototype: [component, assembly, product]
What it must prove: [fit, function, performance]

List build steps, materials, test measurements and what to change between iterations. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Prototype build plan

Step 1Pick a real example: the next time you develop or test photonic prototypes or models.
Step 2Fill in [Prototype] and [What it must prove] with the real details, then run the prompt.
Step 3Decide the pass/fail measurements before building so the test is honest.

Importance 4.0/5 · core task · O*NET work activity: Create physical models or prototypes.. Also involves: Test performance of electrical, electronic, mechanical, or integrated systems or equipment..

Conduct testing to determine functionality or optimization or to establish limits of photonics systems or components.

Monthly

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 photonics engineer. Part of my job is to conduct testing to determine functionality or optimization or to establish limits of photonics systems or components.

Context: The work draws on physics, engineering and technology and design.
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 testing.
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 3.7/5 · core task · O*NET work activity: Test performance of electrical, electronic, mechanical, or integrated systems or equipment..

Analyze, fabricate, or test fiber-optic links.

Monthly

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 photonics engineer. Part of my job is to analyze, fabricate, or test fiber-optic links.

Context: The work draws on physics, engineering and technology and design.
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 analyze, fabricate, or test fiber-optic links.
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 3.3/5 · core task · O*NET work activity: Test performance of electrical, electronic, mechanical, or integrated systems or equipment.. Also involves: Fabricate devices or components..

Oversee or provide expertise on manufacturing, assembly, or fabrication processes.

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 photonics engineer. Part of my job is to oversee or provide expertise on manufacturing, assembly, or fabrication processes.

Context: The work draws on physics, engineering and technology and design.
Plant: [describe]
Issue: [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 plant production

Step 1Pick a real example: the next time you oversee or provide expertise.
Step 2Fill in [Plant] and [Issue] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.2/5 · core task · O*NET work activity: Direct industrial production activities..

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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.

  • Quality Control Analysisimportance 3.0/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Operations Monitoringimportance 2.9/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Troubleshootingimportance 2.8/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Persuasionimportance 2.6/5
    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.

  • Reading Comprehensionimportance 3.9/5
    Used in: Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
  • Writingimportance 3.9/5
    Used in: Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
  • Critical Thinkingimportance 4.0/5
    Used in: Identifying Objects, Actions, and Events
  • Active Listeningimportance 3.8/5
    Used in: Identifying Objects, Actions, and Events

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.

Getting into this job

Bachelor's degree is most common (52% of workers)

  • Associate's 5%
  • Bachelor's 52%
  • Graduate degree 43%
  • On-the-job training: 6–12 months
  • Related experience: 2–4 years

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

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Autodesk AutoCADCC#C++Dassault Systemes SolidWorksESRI ArcGIS softwareFacebookGoLinuxMicrosoft .NET FrameworkMicrosoft ExcelMicrosoft Office software

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