AITakeover Tracker
13%low risk

Insulation Workers, Floor, Ceiling, and Wall

Line and cover structures with insulating materials. May work with batt, roll, or blown insulation materials.

Green Increased DemandHigher risk than 1% of occupations

AI Impact Summary

Insulation Workers, Floor, Ceiling, and Wall faces low AI displacement risk with a score of 13/100. This occupation has higher AI displacement risk than 1% of all analyzed occupations. Of 10 analyzed tasks, 1 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%

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

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.

Mathematics10%

Mathematics 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)

Leadership88%

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

Manual Dexterity80%

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

Adaptability/Flexibility85%

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

Coordination70%

Coordination 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.

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.

Negotiation85%

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

AI-Augmented Skills (7)

Critical ThinkingMonitoringActive LearningJudgment and Decision MakingWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Insulation Workers, Floor, Ceiling, and Wall 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

-6.5pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-4.7pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$3K/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

Less than High School29%
High School Diploma68%
Some College2%

Prior Experience Needed

Work experience required to enter this job

None38%
Up to 1 month15%
1-3 months1%
3-6 months18%
6 months - 1 year9%
1-2 years9%
4-6 years10%

Training Provided After Hiring

How long it typically takes to learn on the job

None7%
Up to 1 month15%
1-3 months18%
3-6 months18%
6 months - 1 year13%
1-2 years9%
2-4 years11%
4-6 years8%

How AI Impacts Each Task

10 tasks analyzed

Measure and cut insulation for covering surfaces, using tape measures, handsaws, power saws, knives, or scissors.

Risk: 11.0%AI: 5EstimatedTime: 15%

Fit, wrap, staple, or glue insulating materials to structures or surfaces, using hand tools or wires.

Risk: 11.0%AI: 5EstimatedTime: 15%

Cover and line structures with blown or rolled forms of materials to insulate against cold, heat, or moisture, using saws, knives, rasps, trowels, blowers, or other tools and implements.

Risk: 11.0%AI: 5EstimatedTime: 15%

Distribute insulating materials evenly into small spaces within floors, ceilings, or walls, using blowers and hose attachments, or cement mortars.

Risk: 11.0%AI: 5EstimatedTime: 15%

Move controls, buttons, or levers to start blowers and regulate flow of materials through nozzles.

Risk: 47.0%AI: 35EstimatedTime: 5%

Fill blower hoppers with insulating materials.

Risk: 47.0%AI: 35EstimatedTime: 5%

Cover, seal, or finish insulated surfaces or access holes with plastic covers, canvas strips, sealants, tape, cement or asphalt mastic.

Risk: 11.0%AI: 5EstimatedTime: 10%

Read blueprints and select appropriate insulation, based on space characteristics and the heat retaining or excluding characteristics of the material.

Risk: 85.2%AI: 90EstimatedTime: 5%

Remove old insulation such as asbestos, following safety procedures.

Risk: 9.0%AI: 0EstimatedTime: 5%

Prepare surfaces for insulation application by brushing or spreading on adhesives, cement, or asphalt, or by attaching metal pins to surfaces.

Risk: 11.0%AI: 5EstimatedTime: 10%

Protective Factors

Total protective discount: 26.3%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityCooperationIntegrityIndependenceInitiativePersistenceSelf ControlInnovationLeadershipConcern for OthersAnalytical Thinking

Wage & Employment (2024)

Median Wage

$48,680

per year

Mean Wage

$53,440

per year

Employment

39K

workers

Wage Range

$35,950 - $77,160

10th - 90th pct

Wage Distribution

$35,950Median: $48,680$77,160
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Insulation Workers, Floor, Ceiling, and Wall professionals should diversify beyond them.

  • Information Ordering

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

  • 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.

  • Mathematics

    Mathematics 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.

  • Leadership

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

  • Manual Dexterity

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

  • Adaptability/Flexibility

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

  • Coordination

    Coordination 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.

Tools to Adopt

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

  • 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.

  • Active Learning

    Active Learning 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

+0.2

overall change

Checking for existing plan...