Takeover Tracker
15%low risk
Carpet Installers
vs

50 shared · 11 different

core competencies

37%medium risk
Molding and Casting Workers

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

|

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Carpet Installers2028–2035
Molding and Casting Workers2028–2035
20242030203520402045

Carpet Installers has a longer runway before significant displacement, projected 0 years later than Molding and Casting Workers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Carpet Installers

$42,133

from $49,850

Molding and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Carpet Installers offers $13,326 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Carpet

0

Unique to Molding

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity
Regulatory Barriers
Fine Manipulation
Social Intelligence
Carpet InstallersMolding and Casting Workers
Find transitions from Carpet InstallersFind transitions from Molding and Casting Workers
Carpet Installers vs Molding and Casting Workers AI Risk — Takeover Tracker