Takeover Tracker
vs

56 shared · 8 different

core competencies

Side-by-Side Comparison

MetricTile and Marble SettersInsulation Workers, Mechanical
Risk Score26.5%18.5%
Risk TierMedium RiskLow Risk
Risk Percentile23th4th
Tasks at Risk (>50%)3 / 153 / 13
Median Salary$52,240$57,250
Employment39K26K

Skill Comparison

|

Sorted by largest difference

Education and Training
Updating and Using Relevant Knowledge
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Coordinating the Work and Activities of Others
Developing and Building Teams
Controlling Machines and Processes
Visualization
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Tile and Marble Setters

26%

total discount

Insulation Workers, Mechanical

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Insulation Workers, Mechanical

3 of 13 at risk
85%Select appropriate insulation, such as fiberglass, Styrofoam, or cork, based on the heat retaining or excluding characteristics of the material.
77%Determine the amounts and types of insulation needed, and methods of installation, based on factors such as location, surface shape, and equipment use.
60%Read blueprints and specifications to determine job requirements.
45%Move controls, buttons, or levers to start blowers, and to regulate flow of materials through nozzles.
41%Prepare surfaces for insulation application by brushing or spreading on adhesives, cement, or asphalt, or by attaching metal pins to surfaces.

Wage Comparison

Insulation Workers, Mechanical earns +$5,010(+10%) vs Tile and Marble Setters
Tile and Marble SettersInsulation Workers, Mechanical
10th
$36,140$39,450
25th
$44,540$47,480
Median
$52,240$57,250
75th
$64,980$75,300
90th
$82,960$94,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Tile and Marble Setters20282035
Insulation Workers, Mechanical20282035
20242030203520402045

Insulation Workers, Mechanical 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%)

Tile and Marble Setters

$38,407

from $52,240

Insulation Workers, Mechanical

$46,676

from $57,250

After adjusting for AI risk, Insulation Workers, Mechanical offers $8,269 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Tile

0

Unique to Insulation

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Creativity
Fine Manipulation
Tile and Marble SettersInsulation Workers, Mechanical