Share and intensity of work current AI systems can materially affect.
SOC 47-2041
Carpet Installers AI displacement risk
Carpet installers measure, cut, seam, and stretch carpet in homes and commercial spaces. Measurement apps and layout software calculate material needs, but every room is different: seams must disappear, patterns must align, and carpet must be stretched tight by a person kneeling on it.
Likely potential for exposed tasks to move to software after workflow integration.
The occupation is shrinking with carpet's market share more than from automation. Installers who add hard-surface flooring skills follow the demand rather than fight the trend.
Distribution
Where Carpet Installers sits across 620 tracked roles
Displacement pressure 18 — higher than 20% of the 620 occupations tracked on displacement.ai.
Score version
This page uses Seed model v0.4 (seed-v0.4-2026-05), last reviewed 2026-08-15. Directional occupation-level planning model using hand-reviewed public research, task exposure estimates, wage context, and transition-pathway assumptions.
17 O*NET task statements matched to SOC 47-2041. The displayed task profile combines these official task statements with the current public score model.
Median wage context: $50,340 (May 2025, US national). The latest BLS row matched SOC 47-2041.
Scores are planning signals, not forecasts. Local hiring demand, employer-specific workflows, licensing, and credentials must be validated before making career decisions.
2030 economic stress test
How Anthropic's scenarios classify Carpet Installers
SOC 47-2041 places this role in the paper's all-other occupation group. These group-level outcomes do not change the 18/100 role score and are not an occupation forecast.
+1.1% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +1.6% GDP and 3.9% unemployment.
+5.9% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +8.3% GDP and 4.6% unemployment.
+33.6% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +32.4% GDP and 11.9% unemployment.
Compare the assumptions and limitations across all three scenarios. Source: The Anthropic Institute Working Paper No. 2026-02.
Official task evidence
O*NET task matches for Carpet Installers
The current evidence import matched 17 task statements from Task Statements 31.0 (August 2026). These rows are used as a grounding layer for judging which parts of the occupation are repeatable, language-heavy, analytical, social, physical, or compliance-sensitive.
Dataset31.0 (August 2026)
Matched tasks17
SOC47-2041
- Core task / ID 2837
Plan the layout of the carpet, allowing for expected traffic patterns and placing seams for best appearance and longest wear.
- Core task / ID 2833
Join edges of carpet and seam edges where necessary, by sewing or by using tape with glue and heated carpet iron.
- Core task / ID 2840
Cut carpet padding to size and install padding, following prescribed method.
- Core task / ID 2834
Cut and trim carpet to fit along wall edges, openings, and projections, finishing the edges with a wall trimmer.
- Core task / ID 2838
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.
- Core task / ID 2836
Roll out, measure, mark, and cut carpeting to size with a carpet knife, following floor sketches and allowing extra carpet for final fitting.
Source: O*NET Resource Center, Task Statements. Raw import target: data/raw/onet/task-statements-31-0.txt.
Task profile
Where AI changes the work
Measure, mark, and cut carpeting to size
Exposure 30, automation 13%, augmentation 44%.
O*NET evidence: Roll out, measure, mark, and cut carpeting to size with a carpet knife, following floor... (ID 2836)
Stretch carpet to align with walls
Exposure 16, automation 6%, augmentation 30%.
O*NET evidence: Stretch carpet to align with walls and ensure a smooth surface, and press carpet in pla... (ID 2838)
Join and seam carpet edges
Exposure 18, automation 7%, augmentation 32%.
O*NET evidence: Join edges of carpet and seam edges where necessary, by sewing or by using tape with gl... (ID 2833)
Plan layout for traffic patterns and appearance
Exposure 34, automation 16%, augmentation 46%.
O*NET evidence: Plan the layout of the carpet, allowing for expected traffic patterns and placing seams... (ID 2837)
TaskExposureAutomationAugmentation
Measure, mark, and cut carpeting to size3013%44%
Stretch carpet to align with walls166%30%
Join and seam carpet edges187%32%
Plan layout for traffic patterns and appearance3416%46%
Transition pathways
Adjacent moves that preserve existing skills
role redesign
LowHard-Surface Flooring Installer
Training horizon: 3-6 months. Skill overlap 64. Wage preservation signal 108.
- Add LVP and laminate skills
- Learn tile basics
- Serve remodel contractors
role redesign
LowFlooring Estimator
Training horizon: 3-6 months. Skill overlap 62. Wage preservation signal 112.
- Master takeoff software
- Quote residential and commercial jobs
- Coordinate installation crews
Comparison guides
Compare the next move before you commit
3-6 months
Carpet Installers to Hard-Surface Flooring Installer
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Carpet Installers into Hard-Surface Flooring Installer.
3-6 months
Carpet Installers to Flooring Estimator
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Carpet Installers into Flooring Estimator.
What the AI risk score means for Carpet Installers
The displacement pressure score for Carpet Installers is 18. That score blends task exposure, automation pressure, augmentation potential, wage vulnerability, transition feasibility, and source confidence. It is designed to help workers and workforce teams decide where to act first, not to claim a specific date when a job will disappear.
For this role, the clearest risk pattern is visible at the task level. Plan layout for traffic patterns and appearance carries 16% automation pressure, while Plan layout for traffic patterns and appearance carries 46% augmentation potential. That means the best response is usually a targeted redesign of work: move away from repeatable production tasks and toward judgment, exception handling, coordination, stakeholder context, and accountable use of AI tools.
Labor-market context and wage risk
Median wage: $50,340 (May 2025, US national). Employment context: Floor-covering trade with measurement-software assists. Typical education: High school plus on-the-job training or apprenticeship.
Wage vulnerability is 44, while transition feasibility is 58. A high wage-vulnerability score means workers should pay close attention to salary preservation before making a move. A high transition-feasibility score means there are adjacent paths that can reuse existing skills without requiring a complete career reset.
- Low displacement pressure
- Software calculates material needs
- Market shift to hard surface is the pressure
Upskilling priorities
Skills that make this role more resilient
The safest upskilling plan starts with skills already close to the work. For Carpet Installers, the strongest near-term skill priorities are listed below. These are useful whether the goal is to stay in the role, move to a redesigned version of the role, or transition into an adjacent occupation.
Measurement precision
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Seaming craftsmanship
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Floor layout planning
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Carpet stretching technique
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
90-day transition plan
The most practical next step is not to wait for a layoff or a full role redesign. Use the next 90 days to create evidence that you can operate in a safer, more AI-augmented version of the work.
- In the first 30 days, document the repetitive tasks in your current work and identify where AI can reduce drafting, lookup, classification, or reporting time.
- By 60 days, complete one small project connected to Hard-Surface Flooring Installer, such as add lvp and laminate skills.
- By 90 days, compare internal openings and external postings for Hard-Surface Flooring Installer or Flooring Estimator and update your resume around measurable workflow outcomes.
FAQ
Questions about AI and Carpet Installers
Will AI replace Carpet Installers?
Carpet installers measure, cut, seam, and stretch carpet in homes and commercial spaces. Measurement apps and layout software calculate material needs, but every room is different: seams must disappear, patterns must align, and carpet must be stretched tight by a person kneeling on it. The better planning signal is not full replacement, but which tasks become automated, which tasks become AI-assisted, and which responsibilities still need human judgment.
Which parts of Carpet Installers work are most exposed to AI?
Plan layout for traffic patterns and appearance and Measure, mark, and cut carpeting to size show the strongest automation pressure in this model. Plan layout for traffic patterns and appearance and Measure, mark, and cut carpeting to size are better treated as AI-augmented work.
What should Carpet Installers learn next?
Start with Measurement precision, Seaming craftsmanship, Floor layout planning. The most practical adjacent paths in this model are Hard-Surface Flooring Installer and Flooring Estimator.
How should this score be used?
Use it as a planning signal, not a prediction. Confirm local hiring demand, wages, licensing, credentials, and employer adoption before making a career move.
Sources
Evidence trail
OECD / 11 July 2023OECD Employment Outlook 2023: Artificial Intelligence and the Labour MarketO*NET Resource Center / Database 31.0 (August 2026)Occupation, Task, Skill, and Work-Activity DataUS Bureau of Labor Statistics / May 2025 estimates (released 15 May 2026)Occupational Employment and Wage Statistics