Takeover Tracker
vs

45 shared · 12 different

core competencies

21%low risk
Glaziers

Side-by-Side Comparison

MetricCarpet InstallersGlaziers
Risk Score15.5%21.3%
Risk TierLow RiskLow Risk
Risk Percentile1th9th
Tasks at Risk (>50%)3 / 154 / 15
Median Salary$49,850$55,440
Employment15K57K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Updating and Using Relevant Knowledge
Customer and Personal Service
Static Strength
Administration and Management
Performing General Physical Activities
English Language
Evaluating Information to Determine Compliance with Standards
Extent Flexibility
MathematicsAI-Vulnerable
Organizing, Planning, and Prioritizing Work
Dynamic Strength

Protective Factors

Higher values indicate stronger protection against AI displacement

Carpet Installers

26%

total discount

Glaziers

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.

Glaziers

4 of 15 at risk
85%Read and interpret blueprints or specifications to determine size, shape, color, type, or thickness of glass, location of framing, installation procedures, or staging or scaffolding materials required.
83%Select the type or color of glass or mirror according to specifications.
74%Measure and mark outlines or patterns on glass to indicate cutting lines.
74%Measure mirrors and dimensions of areas to be covered to determine work procedures.
49%Grind or polish glass, smoothing edges when necessary.

Wage Comparison

Glaziers earns +$5,590(+11%) vs Carpet Installers
Carpet InstallersGlaziers
10th
$32,830$37,710
25th
$39,140$45,530
Median
$49,850$55,440
75th
$65,530$68,300
90th
$83,200$98,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Carpet Installers20282035
Glaziers20282035
20242030203520402045

Carpet Installers has a longer runway before significant displacement, projected 0 years later than Glaziers.

Risk-Adjusted Salary

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

Carpet Installers

$42,133

from $49,850

Glaziers

$43,620

from $55,440

After adjusting for AI risk, Glaziers offers $1,487 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Carpet

0

Unique to Glaziers

Combined Protection Strategy

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

Social Intelligence
Creativity
Regulatory Barriers
Decision Complexity
Carpet InstallersGlaziers