Takeover Tracker
vs

54 shared · 14 different

core competencies

21%low risk
Glaziers

Side-by-Side Comparison

MetricConstruction CarpentersGlaziers
Risk Score20.8%21.3%
Risk TierLow RiskLow Risk
Risk Percentile8th9th
Tasks at Risk (>50%)7 / 154 / 15
Median Salary$59,310$55,440
Employment698K57K

Skill Comparison

|

Sorted by largest difference

English Language
Public Safety and Security
Design
Mechanical
Coordinating the Work and Activities of Others
Administration and Management
Education and Training
Guiding, Directing, and Motivating Subordinates
MathematicsAI-Vulnerable
Handling and Moving Objects
Performing for or Working Directly with the Public
Developing and Building Teams

Protective Factors

Higher values indicate stronger protection against AI displacement

Construction Carpenters

28%

total discount

Glaziers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Construction Carpenters

7 of 15 at risk
88%Maintain records, document actions, and present written progress reports.
86%Select and order lumber or other required materials.
70%Verify trueness of structure, using plumb bob and level.
66%Measure and mark cutting lines on materials, using a ruler, pencil, chalk, and marking gauge.
55%Study specifications in blueprints, sketches, or building plans to prepare project layout and determine dimensions and materials required.

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 -$3,870(-7%) vs Construction Carpenters
Construction CarpentersGlaziers
10th
$38,760$37,710
25th
$47,550$45,530
Median
$59,310$55,440
75th
$75,620$68,300
90th
$98,370$98,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Construction Carpenters20282035
Glaziers20282035
20242030203520402045

Construction Carpenters has a longer runway before significant displacement, projected 0 years later than Glaziers.

Risk-Adjusted Salary

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

Construction Carpenters

$46,956

from $59,310

Glaziers

$43,620

from $55,440

After adjusting for AI risk, Construction Carpenters offers $3,336 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Construction

0

Unique to Glaziers

Combined Protection Strategy

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

Creativity
Social Intelligence
Regulatory Barriers
Fine Manipulation
Construction CarpentersGlaziers