Takeover Tracker
vs

53 shared · 15 different

core competencies

Side-by-Side Comparison

MetricConstruction CarpentersTile and Marble Setters
Risk Score20.8%26.5%
Risk TierLow RiskMedium Risk
Risk Percentile8th23th
Tasks at Risk (>50%)7 / 153 / 15
Median Salary$59,310$52,240
Employment698K39K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Mechanical
MathematicsAI-Vulnerable
Thinking Creatively
Coordinating the Work and Activities of Others
Public Safety and Security
English Language
Education and Training
Operating Vehicles, Mechanized Devices, or Equipment
Design
Administration and Management
Developing and Building Teams

Protective Factors

Higher values indicate stronger protection against AI displacement

Construction Carpenters

28%

total discount

Tile and Marble Setters

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.

Tile and Marble Setters

3 of 15 at risk
85%Prepare cost and labor estimates, based on calculations of time and materials needed for project.
71%Study blueprints and examine surface to be covered to determine amount of material needed.
53%Determine and implement the best layout to achieve a desired pattern.
41%Measure and mark surfaces to be tiled, following blueprints.
41%Level concrete and allow to dry.

Wage Comparison

Tile and Marble Setters earns -$7,070(-12%) vs Construction Carpenters
Construction CarpentersTile and Marble Setters
10th
$38,760$36,140
25th
$47,550$44,540
Median
$59,310$52,240
75th
$75,620$64,980
90th
$98,370$82,960

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Construction Carpenters20282035
Tile and Marble Setters20282035
20242030203520402045

Construction Carpenters has a longer runway before significant displacement, projected 0 years later than Tile and Marble Setters.

Risk-Adjusted Salary

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

Construction Carpenters

$46,956

from $59,310

Tile and Marble Setters

$38,407

from $52,240

After adjusting for AI risk, Construction Carpenters offers $8,549 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Construction

0

Unique to Tile

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Fine Manipulation
Decision Complexity
Construction CarpentersTile and Marble Setters