Takeover Tracker
vs

55 shared · 15 different

core competencies

Side-by-Side Comparison

MetricConstruction CarpentersInsulation Workers, Floor, Ceiling, and Wall
Risk Score20.8%13.4%
Risk TierLow RiskLow Risk
Risk Percentile8th1th
Tasks at Risk (>50%)7 / 151 / 10
Median Salary$59,310$48,680
Employment698K39K

Skill Comparison

|

Sorted by largest difference

Building and Construction
MathematicsAI-Vulnerable
Design
Coordinating the Work and Activities of Others
Organizing, Planning, and Prioritizing Work
Education and Training
Mechanical
English Language
Public Safety and Security
Scheduling Work and Activities
Repairing and Maintaining Mechanical Equipment
Extent Flexibility

Protective Factors

Higher values indicate stronger protection against AI displacement

Construction Carpenters

28%

total discount

Insulation Workers, Floor, Ceiling, and Wall

26%

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.

Insulation Workers, Floor, Ceiling, and Wall

1 of 10 at risk
85%Read blueprints and select appropriate insulation, based on space characteristics and the heat retaining or excluding characteristics of the material.
47%Move controls, buttons, or levers to start blowers and regulate flow of materials through nozzles.
47%Fill blower hoppers with insulating materials.
11%Measure and cut insulation for covering surfaces, using tape measures, handsaws, power saws, knives, or scissors.
11%Fit, wrap, staple, or glue insulating materials to structures or surfaces, using hand tools or wires.

Wage Comparison

Insulation Workers, Floor, Ceiling, and Wall earns -$10,630(-18%) vs Construction Carpenters
Construction CarpentersInsulation Workers, Floor, Ceiling, and Wall
10th
$38,760$35,950
25th
$47,550$40,270
Median
$59,310$48,680
75th
$75,620$60,420
90th
$98,370$77,160

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Construction Carpenters20282035
Insulation Workers, Floor, Ceiling, and Wall20282035
20242030203520402045

Insulation Workers, Floor, Ceiling, and Wall has a longer runway before significant displacement, projected 0 years later than Construction Carpenters.

Risk-Adjusted Salary

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

Construction Carpenters

$46,956

from $59,310

Insulation Workers, Floor, Ceiling, and Wall

$42,142

from $48,680

After adjusting for AI risk, Construction Carpenters offers $4,813 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Construction

0

Unique to Insulation

Combined Protection Strategy

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

Creativity
Decision Complexity
Regulatory Barriers
Social Intelligence
Construction CarpentersInsulation Workers, Floor, Ceiling, and Wall