AITakeover Tracker
24%low risk

Weatherization Installers and Technicians

Perform a variety of activities to weatherize homes and make them more energy efficient. Duties include repairing windows, insulating ducts, and performing heating, ventilating, and air-conditioning (HVAC) work. May perform energy audits and advise clients on energy conservation measures.

Green New & EmergingHigher risk than 17% of occupations

AI Impact Summary

Weatherization Installers and Technicians faces low AI displacement risk with a score of 24/100. This occupation has higher AI displacement risk than 17% of all analyzed occupations. Of 20 analyzed tasks, 4 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

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

Mathematics10%

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

Reading Comprehension10%

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

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.

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.

Service Orientation82%

Service Orientation 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.

Persuasion80%

Persuasion 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.

AI-Augmented Skills (7)

MonitoringCritical ThinkingJudgment and Decision MakingSystems AnalysisWritingActive LearningTechnology Design

Recommended Courses

Courses matched to Weatherization Installers and 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

-6.9pt risk

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courseraintermediate

Systems Thinking In Practice

by The Open University

20 hours$49/mo4.5Certificate
Enhances AI augmentation: Systems Analysis

Estimated Impact

-5pt risk

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

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

Less than High School7%
High School Diploma55%
Some College28%
Post-Secondary Certificate3%
Level 107%

Prior Experience Needed

Work experience required to enter this job

None20%
3-6 months7%
6 months - 1 year27%
1-2 years30%
2-4 years10%
4-6 years3%
Over 10 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

None3%
1-3 months17%
3-6 months23%
6 months - 1 year30%
1-2 years23%
2-4 years3%

How AI Impacts Each Task

20 tasks analyzed

Test and diagnose air flow systems, using furnace efficiency analysis equipment.

Risk: 39.0%AI: 30EstimatedTime: 5%

Inspect buildings to identify required weatherization measures, including repair work, modification, or replacement.

Risk: 43.0%AI: 40EstimatedTime: 8%

Apply insulation materials such as loose, blanket, board, and foam insulation to attics, crawl spaces, basements, or walls.

Risk: 11.0%AI: 5EstimatedTime: 15%

Maintain activity logs, financial transaction logs, or other records of weatherization work performed.

Risk: 86.0%AI: 92EstimatedTime: 4%

Prepare or assist in the preparation of bids, contracts, or written reports related to weatherization work.

Risk: 86.0%AI: 92EstimatedTime: 4%

Install and seal air ducts, combustion air openings, or ventilation openings to improve heating and cooling efficiency.

Risk: 32.9%AI: 59.77ObservedTime: 10%

Explain energy conservation measures, such as the use of low flow showerheads and energy-efficient lighting.

Risk: 27.0%AI: 30EstimatedTime: 3%

Recommend weatherization techniques to clients in accordance with needs and applicable energy regulations, codes, policies, or statutes.

Risk: 27.0%AI: 30EstimatedTime: 3%

Explain recommendations, policies, procedures, requirements, or other related information to residents or building owners.

Risk: 36.8%AI: 54.55ObservedTime: 3%

Clean and maintain tools and equipment.

Risk: 49.0%AI: 40EstimatedTime: 4%

Contact residents or building owners to schedule appointments.

Risk: 88.0%AI: 97EstimatedTime: 3%

Wrap air ducts and water lines with insulating materials, such as duct wrap and pipe insulation.

Risk: 11.0%AI: 5EstimatedTime: 5%

Prepare cost estimates or specifications for rehabilitation or weatherization services.

Risk: 86.0%AI: 92EstimatedTime: 4%

Prepare and apply weather-stripping, glazing, caulking, or door sweeps to reduce energy losses.

Risk: 11.0%AI: 5EstimatedTime: 8%

Make minor repairs using basic hand or power tools and materials, such as glass, lumber, and drywall.

Risk: 34.0%AI: 62.5ObservedTime: 5%

Wrap water heaters with water heater blankets.

Risk: 49.0%AI: 40EstimatedTime: 2%

Apply spackling, compounding, or other materials to repair holes in walls.

Risk: 11.0%AI: 5EstimatedTime: 3%

Install storm windows or storm doors and verify proper fit.

Risk: 11.0%AI: 5EstimatedTime: 4%

Test combustible appliances, such as gas appliances.

Risk: 45.0%AI: 30EstimatedTime: 3%

Determine amount of air leakage in buildings using a blower door machine.

Risk: 49.0%AI: 40EstimatedTime: 4%

Protective Factors

Total protective discount: 28.9%

Essential Soft Skills

Traits that are hard for AI to replicate

DependabilityAttention to DetailIntegritySelf ControlConcern for OthersCooperationAdaptability/FlexibilityStress ToleranceInitiativeAnalytical ThinkingAchievement/EffortPersistence
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Weatherization Installers and Technicians professionals should diversify beyond them.

  • Information Ordering

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

  • Mathematics

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

  • Reading Comprehension

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

  • 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.

  • 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.

  • Service Orientation

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

  • Social Perceptiveness

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

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • 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

+1.5

overall change

Checking for existing plan...