Takeover Tracker

vs

46 shared · 12 different

core competencies

Side-by-Side Comparison

MetricCarpet InstallersInsulation Workers, Floor, Ceiling, and Wall
Risk Score15.5%13.4%
Risk TierLow RiskLow Risk
Risk Percentile1th1th
Tasks at Risk (>50%)3 / 151 / 10
Median Salary$49,850$48,680
Employment15K39K

Skill Comparison

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Sorted by largest difference

Performing General Physical Activities
Customer and Personal Service
MathematicsAI-Vulnerable
Updating and Using Relevant Knowledge
MathematicsAI-Vulnerable
Handling and Moving Objects
Static Strength
Repairing and Maintaining Mechanical Equipment
Production and Processing
Judging the Qualities of Things, Services, or People
Gross Body Equilibrium
Administration and Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Carpet Installers

26%

total discount

Insulation Workers, Floor, Ceiling, and Wall

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Carpet Installers

3 of 15 at risk
87%Take measurements and study floor sketches to calculate the area to be carpeted and the amount of material needed.
85%Draw building diagrams and record dimensions.
57%Plan the layout of the carpet, allowing for expected traffic patterns and placing seams for best appearance and longest wear.
45%Clean up before and after installation, including vacuuming carpet and discarding remnant pieces.
9%Cut and install vinyl composition tile or vinyl base.

Insulation Workers, Floor, Ceiling, and Wall

1 of 10 at risk
85%Read blueprints and select appropriate insulation, based on space characteristics and the heat retaining or excluding characteristics of the material.
47%Move controls, buttons, or levers to start blowers and regulate flow of materials through nozzles.
47%Fill blower hoppers with insulating materials.
11%Measure and cut insulation for covering surfaces, using tape measures, handsaws, power saws, knives, or scissors.
11%Fit, wrap, staple, or glue insulating materials to structures or surfaces, using hand tools or wires.

Wage Comparison

Insulation Workers, Floor, Ceiling, and Wall earns -$1,170(-2%) vs Carpet Installers
Carpet InstallersInsulation Workers, Floor, Ceiling, and Wall
10th
$32,830$35,950
25th
$39,140$40,270
Median
$49,850$48,680
75th
$65,530$60,420
90th
$83,200$77,160

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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