Takeover Tracker

vs

54 shared · 9 different

core competencies

Side-by-Side Comparison

MetricConstruction LaborersCarpet Installers
Risk Score17.8%15.5%
Risk TierLow RiskLow Risk
Risk Percentile4th1th
Tasks at Risk (>50%)3 / 153 / 15
Median Salary$46,730$49,850
Employment1.1M15K

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

Construction Laborers

26%

total discount

Carpet Installers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Carpet Installers earns +$3,120(+7%) vs Construction Laborers
Construction LaborersCarpet Installers
10th
$34,200$32,830
25th
$38,100$39,140
Median
$46,730$49,850
75th
$58,910$65,530
90th
$77,530$83,200

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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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