Takeover Tracker

vs

49 shared · 13 different

core competencies

Side-by-Side Comparison

MetricCarpet InstallersFloor Layers, Except Carpet, Wood, and Hard Tiles
Risk Score15.5%18.0%
Risk TierLow RiskLow Risk
Risk Percentile1th4th
Tasks at Risk (>50%)3 / 153 / 14
Median Salary$49,850$54,340
Employment15K25K

Skill Comparison

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Sorted by largest difference

Handling and Moving Objects
Performing General Physical Activities
Scheduling Work and Activities
Processing Information
Operating Vehicles, Mechanized Devices, or Equipment
MathematicsAI-Vulnerable
Building and Construction
Static Strength
Analyzing Data or Information
Developing and Building Teams
Administration and Management
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Carpet Installers

26%

total discount

Floor Layers, Except Carpet, Wood, and Hard Tiles

27%

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.

Floor Layers, Except Carpet, Wood, and Hard Tiles

3 of 14 at risk
65%Measure and mark guidelines on surfaces or foundations, using chalk lines and dividers.
51%Cut covering and foundation materials, according to blueprints and sketches.
51%Determine traffic areas and decide location of seams.
39%Roll and press sheet wall and floor covering into cement base to smooth and finish surface, using hand roller.
39%Apply adhesive cement to floor or wall material to join and adhere foundation material.

Wage Comparison

Floor Layers, Except Carpet, Wood, and Hard Tiles earns +$4,490(+9%) vs Carpet Installers
Carpet InstallersFloor Layers, Except Carpet, Wood, and Hard Tiles
10th
$32,830$37,190
25th
$39,140$44,760
Median
$49,850$54,340
75th
$65,530$72,390
90th
$83,200$97,180

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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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