AITakeover Tracker
32%medium risk

Photonics Technicians

Build, install, test, or maintain optical or fiber optic equipment, such as lasers, lenses, or mirrors, using spectrometers, interferometers, or related equipment.

Green New & EmergingHigher risk than 50% of occupations

AI Impact Summary

Photonics Technicians faces moderate AI displacement risk with a score of 32/100. This occupation has higher AI displacement risk than 50% of all analyzed occupations. Of 30 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%

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

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.

Equipment Maintenance78%

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

Manual Dexterity80%

Manual Dexterity 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.

Coordination70%

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

Instructing75%

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

AI-Augmented Skills (7)

Active LearningCritical ThinkingMonitoringJudgment and Decision MakingWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Photonics Technicians 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

-7.1pt risk+$4K/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

-5pt risk+$4K/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+$4K/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

High School Diploma12%
Some College12%
Post-Secondary Certificate16%
Associate's Degree32%
Bachelor's Degree12%
Master's Degree8%
Doctoral/Professional Degree8%

Prior Experience Needed

Work experience required to enter this job

None12%
Up to 1 month4%
6 months - 1 year16%
1-2 years24%
2-4 years16%
4-6 years12%
6-8 years12%
Over 10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

1-3 months17%
3-6 months13%
6 months - 1 year42%
1-2 years21%
2-4 years4%
4-6 years4%

How AI Impacts Each Task

30 tasks analyzed

Maintain clean working environments, according to clean room standards.

Risk: 47.0%AI: 35EstimatedTime: 4%

Compute or record photonic test data.

Risk: 68.0%AI: 47.05ObservedTime: 6%

Adjust or maintain equipment, such as lasers, laser systems, microscopes, oscilloscopes, pulse generators, power meters, beam analyzers, or energy measurement devices.

Risk: 11.0%AI: 5EstimatedTime: 6%

Set up or operate assembly or processing equipment, such as lasers, cameras, die bonders, wire bonders, dispensers, reflow ovens, soldering irons, die shears, wire pull testers, temperature or humidity chambers, or optical spectrum analyzers.

Risk: 49.0%AI: 40EstimatedTime: 6%

Document procedures, such as calibration of optical or fiber optic equipment.

Risk: 86.0%AI: 92EstimatedTime: 5%

Repair or calibrate products, such as surgical lasers.

Risk: 9.0%AI: 0EstimatedTime: 4%

Perform diagnostic analyses of processing steps, using analytical or metrological tools, such as microscopy, profilometry, or ellipsometry devices.

Risk: 51.0%AI: 60EstimatedTime: 5%

Assist engineers in the development of new products, fixtures, tools, or processes.

Risk: 49.0%AI: 55EstimatedTime: 4%

Mix, pour, or use processing chemicals or gases according to safety standards or established operating procedures.

Risk: 45.0%AI: 30EstimatedTime: 3%

Assist scientists or engineers in the conduct of photonic experiments.

Risk: 53.3%AI: 65.62ObservedTime: 4%

Assemble fiber optical, optoelectronic, or free-space optics components, subcomponents, assemblies, or subassemblies.

Risk: 47.0%AI: 35EstimatedTime: 4%

Set up or operate prototype or test apparatus, such as control consoles, collimators, recording equipment, or cables.

Risk: 11.0%AI: 5EstimatedTime: 4%

Monitor mechanical factors, such as turbine load or strain information.

Risk: 86.0%AI: 92EstimatedTime: 2%

Terminate, cure, polish, or test fiber cables with mechanical connectors.

Risk: 49.0%AI: 40EstimatedTime: 3%

Design, build, or modify fixtures used to assemble parts.

Risk: 11.0%AI: 5EstimatedTime: 3%

Test or perform failure analysis for optomechanical or optoelectrical products, according to test plans.

Risk: 49.0%AI: 55EstimatedTime: 4%

Assemble or adjust parts or related electrical units of prototypes to prepare for testing.

Risk: 11.0%AI: 5EstimatedTime: 3%

Splice fibers, using fusion splicing or other techniques.

Risk: 51.0%AI: 45EstimatedTime: 3%

Recommend optical or optic equipment design or material changes to reduce costs or processing times.

Risk: 51.0%AI: 60EstimatedTime: 3%

Optimize photonic process parameters by making prototype or production devices.

Risk: 47.0%AI: 50EstimatedTime: 3%

Build prototype optomechanical devices for use in equipment such as aerial cameras, gun sights, or telescopes.

Risk: 11.0%AI: 5EstimatedTime: 3%

Monitor inventory levels and order supplies as necessary.

Risk: 88.0%AI: 97EstimatedTime: 3%

Assemble components of energy-efficient optical communications systems involving photonic switches, optical backplanes, or optoelectronic interfaces.

Risk: 49.0%AI: 40EstimatedTime: 2%

Lay out cutting lines for machining, using drafting tools.

Risk: 86.0%AI: 92EstimatedTime: 2%

Fabricate devices, such as optoelectronic or semiconductor devices.

Risk: 51.0%AI: 45EstimatedTime: 2%

Perform laser seam welding, heat treatment, or hard facing operations.

Risk: 51.0%AI: 45EstimatedTime: 2%

Build photonics tools to be applied to electrical grids to detect hot spots, such as failing insulators or conductors.

Risk: 11.0%AI: 5EstimatedTime: 2%

Assemble devices or equipment to be used in green technology applications, including solar energy, high efficiency solid state lighting, energy management, smart buildings, or green processes.

Risk: 49.0%AI: 40EstimatedTime: 2%

Develop solar power sources for lasers used in fiber optics.

Risk: 49.0%AI: 55EstimatedTime: 2%

Fabricate sensors to be used to control wind turbines.

Risk: 49.0%AI: 40EstimatedTime: 2%

Protective Factors

Total protective discount: 28.0%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityIntegrityCooperationInitiativeAnalytical ThinkingPersistenceAchievement/EffortAdaptability/FlexibilityStress ToleranceInnovationIndependence

Wage & Employment (2024)

Median Wage

$77,390

per year

Mean Wage

$79,740

per year

Employment

64K

workers

Wage Range

$47,010 - $114,630

10th - 90th pct

Wage Distribution

$47,010Median: $77,390$114,630
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Photonics Technicians 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

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

  • 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.

  • Adaptability/Flexibility

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

  • Complex Problem Solving

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

  • Equipment Maintenance

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

  • Manual Dexterity

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

  • Leadership

    Leadership 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.

  • Active Learning

    Active Learning 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.

  • Monitoring

    Monitoring 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.

  • Writing

    Writing 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

-0.8

overall change

Checking for existing plan...