Takeover Tracker

vs

54 shared · 9 different

core competencies

Side-by-Side Comparison

MetricCarpet InstallersConstruction Laborers
Risk Score15.5%17.8%
Risk TierLow RiskLow Risk
Risk Percentile1th4th
Tasks at Risk (>50%)3 / 153 / 15
Median Salary$49,850$46,730
Employment15K1.1M

Skill Comparison

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Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Public Safety and Security
Handling and Moving Objects
Building and Construction
Communicating with Supervisors, Peers, or Subordinates
Performing General Physical Activities
Manual DexterityAI-Resistant
Visualization
Mechanical

Protective Factors

Higher values indicate stronger protection against AI displacement

Carpet Installers

26%

total discount

Construction Laborers

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.

Construction Laborers

3 of 15 at risk
71%Measure, mark, or record openings or distances to layout areas where construction work will be performed.
70%Operate or maintain air monitoring or other sampling devices in confined or hazardous environments.
68%Read plans, instructions, or specifications to determine work activities.
49%Tend pumps, compressors, or generators to provide power for tools, machinery, or equipment or to heat or move materials, such as asphalt.
47%Control traffic passing near, in, or around work zones.

Wage Comparison

Construction Laborers earns -$3,120(-6%) vs Carpet Installers
Carpet InstallersConstruction Laborers
10th
$32,830$34,200
25th
$39,140$38,100
Median
$49,850$46,730
75th
$65,530$58,910
90th
$83,200$77,530

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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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Carpet Installers: Not yetConstruction Laborers: Not yet