Takeover Tracker

vs

50 shared · 11 different

core competencies

Side-by-Side Comparison

MetricCarpet InstallersMolding and Casting Workers
Risk Score15.5%37.0%
Risk TierLow RiskMedium Risk
Risk Percentile1th72th
Tasks at Risk (>50%)3 / 158 / 15
Median Salary$49,850$45,690
Employment15K35K

Skill Comparison

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Sorted by largest difference

Customer and Personal Service
Performing General Physical Activities
MathematicsAI-Vulnerable
Extent Flexibility
Operating Vehicles, Mechanized Devices, or Equipment
Operation Monitoring
Reaction Time
Handling and Moving Objects
MathematicsAI-Vulnerable
Updating and Using Relevant Knowledge
Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Carpet Installers

26%

total discount

Molding and Casting Workers

25%

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.

Molding and Casting Workers

8 of 15 at risk
86%Read work orders or examine parts to determine parts or sections of products to be produced.
86%Set the proper operating temperature for each casting.
86%Select sizes and types of molds according to instructions.
61%Engrave or stamp identifying symbols, letters, or numbers on products.
57%Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.

Wage Comparison

Molding and Casting Workers earns -$4,160(-8%) vs Carpet Installers
Carpet InstallersMolding and Casting Workers
10th
$32,830$34,950
25th
$39,140$38,500
Median
$49,850$45,690
75th
$65,530$51,340
90th
$83,200$61,050

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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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