AITakeover Tracker
18%low risk

Insulation Workers, Mechanical

Apply insulating materials to pipes or ductwork, or other mechanical systems in order to help control and maintain temperature.

Higher risk than 4% of occupations

AI Impact Summary

Insulation Workers, Mechanical faces low AI displacement risk with a score of 18/100. This occupation has higher AI displacement risk than 4% of all analyzed occupations. Of 13 analyzed tasks, 2 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.

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.

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.

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.

Coordination70%

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

Social Perceptiveness90%

Social Perceptiveness 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.

Negotiation85%

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

AI-Augmented Skills (7)

Critical ThinkingMonitoringJudgment and Decision MakingActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Insulation Workers, Mechanical 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

-6.6pt risk+$3K/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

-4.8pt risk+$3K/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

-3.9pt 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

Less than High School41%
High School Diploma35%
Some College23%
Post-Secondary Certificate1%

Prior Experience Needed

Work experience required to enter this job

None38%
3-6 months8%
6 months - 1 year10%
1-2 years16%
2-4 years23%
8-10 years2%
Over 10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None1%
Up to 1 month4%
1-3 months9%
3-6 months19%
6 months - 1 year11%
1-2 years12%
2-4 years15%
4-6 years29%

How AI Impacts Each Task

13 tasks analyzed

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

Risk: 11.0%AI: 5EstimatedTime: 15%

Remove or seal off old asbestos insulation, following safety procedures.

Risk: 9.0%AI: 0EstimatedTime: 5%

Fit insulation around obstructions, and shape insulating materials and protective coverings as required.

Risk: 11.0%AI: 5EstimatedTime: 15%

Determine the amounts and types of insulation needed, and methods of installation, based on factors such as location, surface shape, and equipment use.

Risk: 77.2%AI: 70EstimatedTime: 8%

Install sheet metal around insulated pipes with screws to protect the insulation from weather conditions or physical damage.

Risk: 11.0%AI: 5EstimatedTime: 10%

Apply, remove, and repair insulation on industrial equipment, pipes, ductwork, or other mechanical systems such as heat exchangers, tanks, and vessels, to help control noise and maintain temperatures.

Risk: 11.0%AI: 5EstimatedTime: 15%

Select appropriate insulation, such as fiberglass, Styrofoam, or cork, based on the heat retaining or excluding characteristics of the material.

Risk: 85.2%AI: 90EstimatedTime: 5%

Read blueprints and specifications to determine job requirements.

Risk: 60.0%AI: 27.1ObservedTime: 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%

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

Risk: 41.0%AI: 20EstimatedTime: 6%

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

Risk: 41.0%AI: 20EstimatedTime: 2%

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

Risk: 45.0%AI: 30EstimatedTime: 2%

Fill blower hoppers with insulating materials.

Risk: 41.0%AI: 20EstimatedTime: 2%

Protective Factors

Total protective discount: 29.1%

Essential Soft Skills

Traits that are hard for AI to replicate

DependabilityAttention to DetailIndependencePersistenceInitiativeIntegrityStress ToleranceSelf ControlAdaptability/FlexibilityAnalytical ThinkingLeadershipCooperation

Wage & Employment (2024)

Median Wage

$57,250

per year

Mean Wage

$63,540

per year

Employment

26K

workers

Wage Range

$39,450 - $94,110

10th - 90th pct

Wage Distribution

$39,450Median: $57,250$94,110
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Insulation Workers, Mechanical professionals should diversify beyond them.

  • Mathematics

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

  • 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.

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.

  • 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.

  • Coordination

    Coordination 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.

  • 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.

  • Active Learning

    Active Learning 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

-0.1

overall change

Checking for existing plan...