AITakeover Tracker
15%low risk

Carpet Installers

Lay and install carpet from rolls or blocks on floors. Install padding and trim flooring materials.

Higher risk than 1% of occupations

AI Impact Summary

Carpet Installers faces low AI displacement risk with a score of 15/100. This occupation has higher AI displacement risk than 1% of all analyzed occupations. Of 17 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.

Mathematics10%

Mathematics 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.

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)

Leadership88%

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

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.

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.

Service Orientation82%

Service Orientation 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)

MonitoringCritical ThinkingJudgment and Decision MakingActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Carpet Installers 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

Courseraintermediate

Machine Learning Specialization

by Stanford / DeepLearning.AI

~10 weeks$49/mo4.9Certificate
Addresses vulnerability: Mathematics

Estimated Impact

-6.9pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.9pt 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+$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 School22%
High School Diploma69%
Some College1%
Post-Secondary Certificate7%

Prior Experience Needed

Work experience required to enter this job

None12%
3-6 months7%
6 months - 1 year12%
1-2 years23%
2-4 years21%
4-6 years24%

Training Provided After Hiring

How long it typically takes to learn on the job

None7%
Up to 1 month1%
3-6 months11%
6 months - 1 year12%
1-2 years23%
2-4 years24%
4-6 years20%
6-8 years2%

How AI Impacts Each Task

17 tasks analyzed

Inspect the surface to be covered to determine its condition, and correct any imperfections that might show through carpet or cause carpet to wear unevenly.

Risk: 9.0%AI: 0EstimatedTime: 5%

Roll out, measure, mark, and cut carpeting to size with a carpet knife, following floor sketches and allowing extra carpet for final fitting.

Risk: 9.0%AI: 0EstimatedTime: 8%

Join edges of carpet and seam edges where necessary, by sewing or by using tape with glue and heated carpet iron.

Risk: 9.0%AI: 0EstimatedTime: 8%

Cut and trim carpet to fit along wall edges, openings, and projections, finishing the edges with a wall trimmer.

Risk: 9.0%AI: 0EstimatedTime: 8%

Plan the layout of the carpet, allowing for expected traffic patterns and placing seams for best appearance and longest wear.

Risk: 57.0%AI: 75EstimatedTime: 5%

Stretch carpet to align with walls and ensure a smooth surface, and press carpet in place over tack strips or use staples, tape, tacks or glue to hold carpet in place.

Risk: 9.0%AI: 0EstimatedTime: 10%

Take measurements and study floor sketches to calculate the area to be carpeted and the amount of material needed.

Risk: 87.2%AI: 95EstimatedTime: 5%

Install carpet on some floors using adhesive, following prescribed method.

Risk: 9.0%AI: 0EstimatedTime: 5%

Clean up before and after installation, including vacuuming carpet and discarding remnant pieces.

Risk: 45.0%AI: 30EstimatedTime: 5%

Measure, cut and install tackless strips along the baseboard or wall.

Risk: 9.0%AI: 0EstimatedTime: 6%

Nail tack strips around area to be carpeted or use old strips to attach edges of new carpet.

Risk: 9.0%AI: 0EstimatedTime: 6%

Cut carpet padding to size and install padding, following prescribed method.

Risk: 9.0%AI: 0EstimatedTime: 8%

Fasten metal treads across door openings or where carpet meets flooring to hold carpet in place.

Risk: 9.0%AI: 0EstimatedTime: 4%

Draw building diagrams and record dimensions.

Risk: 85.2%AI: 90EstimatedTime: 4%

Move furniture from area to be carpeted and remove old carpet and padding.

Risk: 9.0%AI: 0EstimatedTime: 7%

Cut and bind material.

Risk: 41.0%AI: 20EstimatedTime: 3%

Cut and install vinyl composition tile or vinyl base.

Risk: 9.0%AI: 0EstimatedTime: 3%

Protective Factors

Total protective discount: 26.2%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityIntegrityCooperationIndependenceSelf ControlLeadershipInitiativeAnalytical ThinkingStress TolerancePersistenceAchievement/Effort

Wage & Employment (2024)

Median Wage

$49,850

per year

Mean Wage

$55,860

per year

Employment

15K

workers

Wage Range

$32,830 - $83,200

10th - 90th pct

Wage Distribution

$32,830Median: $49,850$83,200
Career Planning

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Alternate Career Paths

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Carpet Installers 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.

  • Mathematics

    Mathematics 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.

  • 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.

  • Leadership

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

  • 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.

  • 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.

  • 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.

  • 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

-5.8

overall change

Checking for existing plan...