Takeover Tracker
33%medium risk

Photonics Engineers

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

Higher risk than 54% of occupations
Checking for existing plan...

How AI Impacts Each Task

26 tasks analyzed

Analyze system performance or operational requirements.

Risk: 48.6%AI: 54.07ObservedTime: 8%

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

Risk: 47.0%AI: 50EstimatedTime: 8%

Develop or test photonic prototypes or models.

Risk: 39.0%AI: 30EstimatedTime: 7%

Design, integrate, or test photonics systems or components.

Risk: 53.2%AI: 65.4ObservedTime: 7%

Assist in the transition of photonic prototypes to production.

Risk: 41.0%AI: 35EstimatedTime: 5%

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

Risk: 47.0%AI: 50EstimatedTime: 4%

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

Risk: 57.0%AI: 75EstimatedTime: 4%

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

Risk: 49.4%AI: 55.97ObservedTime: 5%

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

Risk: 47.0%AI: 50EstimatedTime: 4%

Conduct research on new photonics technologies.

Risk: 51.3%AI: 60.72ObservedTime: 5%

Design electro-optical sensing or imaging systems.

Risk: 47.0%AI: 50EstimatedTime: 4%

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

Risk: 85.2%AI: 90EstimatedTime: 4%

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

Risk: 49.0%AI: 55EstimatedTime: 3%

Train operators, engineers, or other personnel.

Risk: 27.0%AI: 30EstimatedTime: 3%

Analyze, fabricate, or test fiber-optic links.

Risk: 39.0%AI: 30EstimatedTime: 3%

Create or maintain photonic design histories.

Risk: 85.2%AI: 90EstimatedTime: 3%

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

Risk: 47.0%AI: 50EstimatedTime: 3%

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

Risk: 23.0%AI: 20EstimatedTime: 3%

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

Risk: 52.3%AI: 63.15ObservedTime: 3%

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

Risk: 51.0%AI: 60EstimatedTime: 2%

Design or redesign optical fibers to minimize energy loss.

Risk: 49.0%AI: 55EstimatedTime: 2%

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

Risk: 45.0%AI: 45EstimatedTime: 2%

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

Risk: 41.0%AI: 35EstimatedTime: 2%

Design or develop new crystals for photonics applications.

Risk: 53.0%AI: 65EstimatedTime: 2%

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

Risk: 47.0%AI: 50EstimatedTime: 2%

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

Risk: 13.0%AI: 10EstimatedTime: 2%

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.

Information Ordering5%

High reliance on Information Ordering 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.

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)

Adaptability/Flexibility85%

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

Complex Problem Solving75%

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

Instructing75%

Instructing 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.

Social Perceptiveness90%

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

Persuasion80%

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

Manual Dexterity80%

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

Recommended Courses

Courses matched to Photonics 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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.7pt risk+$7K/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+$7K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.6pt risk+$6K/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.

Score History

Risk score over 2 scoring runs

-1.3

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Associate's Degree5%
Bachelor's Degree52%
Doctoral/Professional Degree38%
Level 115%

Prior Experience Needed

Work experience required to enter this job

None26%
3-6 months4%
6 months - 1 year4%
1-2 years9%
2-4 years30%
4-6 years26%

Training Provided After Hiring

How long it typically takes to learn on the job

None4%
Up to 1 month17%
1-3 months9%
3-6 months13%
6 months - 1 year43%
1-2 years4%
2-4 years4%
4-6 years4%

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis