AITakeover Tracker
18%low risk

Floor Layers, Except Carpet, Wood, and Hard Tiles

Apply blocks, strips, or sheets of shock-absorbing, sound-deadening, or decorative coverings to floors.

Higher risk than 4% of occupations

AI Impact Summary

Floor Layers, Except Carpet, Wood, and Hard Tiles 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 14 analyzed tasks, 0 are highly automatable. 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.

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.

Complex Problem Solving75%

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

Negotiation85%

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

Service Orientation82%

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

AI-Augmented Skills (7)

Judgment and Decision MakingCritical ThinkingMonitoringActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Floor Layers, Except Carpet, Wood, and Hard Tiles 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

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

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

Estimated Impact

-4.7pt 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

-3.6pt 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 School6%
High School Diploma90%
Some College4%

Prior Experience Needed

Work experience required to enter this job

None52%
3-6 months1%
1-2 years29%
2-4 years1%
4-6 years14%
8-10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month1%
1-3 months15%
3-6 months2%
1-2 years6%
2-4 years65%
4-6 years11%

How AI Impacts Each Task

14 tasks analyzed

Sweep, scrape, sand, or chip dirt and irregularities to clean base surfaces, correcting imperfections that may show through the covering.

Risk: 9.0%AI: 0EstimatedTime: 10%

Cut flooring material to fit around obstructions.

Risk: 9.0%AI: 0EstimatedTime: 10%

Inspect surface to be covered to ensure that it is firm and dry.

Risk: 33.0%AI: 15EstimatedTime: 5%

Trim excess covering materials, tack edges, and join sections of covering material to form tight joint.

Risk: 9.0%AI: 0EstimatedTime: 10%

Form a smooth foundation by stapling plywood or Masonite over the floor or by brushing waterproof compound onto surface and filling cracks with plaster, putty, or grout to seal pores.

Risk: 9.0%AI: 0EstimatedTime: 10%

Measure and mark guidelines on surfaces or foundations, using chalk lines and dividers.

Risk: 65.2%AI: 40EstimatedTime: 5%

Cut covering and foundation materials, according to blueprints and sketches.

Risk: 51.0%AI: 45EstimatedTime: 8%

Roll and press sheet wall and floor covering into cement base to smooth and finish surface, using hand roller.

Risk: 39.0%AI: 15EstimatedTime: 8%

Apply adhesive cement to floor or wall material to join and adhere foundation material.

Risk: 39.0%AI: 15EstimatedTime: 10%

Determine traffic areas and decide location of seams.

Risk: 51.0%AI: 60EstimatedTime: 4%

Lay out, position, and apply shock-absorbing, sound-deadening, or decorative coverings to floors, walls, and cabinets, following guidelines to keep courses straight and create designs.

Risk: 9.0%AI: 0EstimatedTime: 10%

Remove excess cement to clean finished surface.

Risk: 37.0%AI: 10EstimatedTime: 4%

Heat and soften floor covering materials to patch cracks or fit floor coverings around irregular surfaces, using blowtorch.

Risk: 9.0%AI: 0EstimatedTime: 3%

Disconnect and remove appliances, light fixtures, and worn floor and wall covering from floors, walls, and cabinets.

Risk: 9.0%AI: 0EstimatedTime: 3%

Protective Factors

Total protective discount: 26.7%

Essential Soft Skills

Traits that are hard for AI to replicate

DependabilityAttention to DetailCooperationIndependenceIntegrityAchievement/EffortInitiativePersistenceConcern for OthersAdaptability/FlexibilityLeadershipInnovation

Wage & Employment (2024)

Median Wage

$54,340

per year

Mean Wage

$60,550

per year

Employment

25K

workers

Wage Range

$37,190 - $97,180

10th - 90th pct

Wage Distribution

$37,190Median: $54,340$97,180
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Floor Layers, Except Carpet, Wood, and Hard Tiles 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.

  • Social Perceptiveness

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

  • Coordination

    Coordination 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.

  • 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.

  • 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.

  • 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

+2.4

overall change

Checking for existing plan...