Takeover Tracker
21%low risk
Glaziers
vs

45 shared · 12 different

core competencies

Side-by-Side Comparison

MetricGlaziersCarpet Installers
Risk Score21.3%15.5%
Risk TierLow RiskLow Risk
Risk Percentile9th1th
Tasks at Risk (>50%)4 / 153 / 15
Median Salary$55,440$49,850
Employment57K15K

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

Glaziers

25%

total discount

Carpet Installers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Glaziers20282035
Carpet Installers20282035
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%)

Glaziers

$43,620

from $55,440

Carpet Installers

$42,133

from $49,850

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 Glaziers

0

Unique to Carpet

Combined Protection Strategy

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

Social Intelligence
Creativity
Regulatory Barriers
Decision Complexity
GlaziersCarpet Installers