Takeover Tracker
23%low risk
Helpers--Roofers
vs

47 shared · 24 different

core competencies

Side-by-Side Comparison

MetricHelpers--RoofersInsulation Workers, Floor, Ceiling, and Wall
Risk Score22.8%13.4%
Risk TierLow RiskLow Risk
Risk Percentile13th1th
Tasks at Risk (>50%)0 / 151 / 10
Median Salary$40,590$48,680
Employment5K39K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
MathematicsAI-Vulnerable
Provide Consultation and Advice to Others
Updating and Using Relevant Knowledge
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Coordinating the Work and Activities of Others
Developing Objectives and Strategies
Assisting and Caring for Others
Thinking Creatively
Interpreting the Meaning of Information for Others
Analyzing Data or Information
Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Roofers

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

Helpers--Roofers

0 of 15 at risk
39%Sweep and clean roofs to prepare them for the application of new roofing materials.
39%Clean work areas and equipment.
39%Maintain tools and equipment.
39%Unload materials and tools from work trucks, and unroll roofing as directed.
39%Hoist tar and roofing materials to roofs, using ropes and pulleys, or carry materials up ladders.

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 +$8,090(+20%) vs Helpers--Roofers
Helpers--RoofersInsulation Workers, Floor, Ceiling, and Wall
10th
$27,780$35,950
25th
$34,800$40,270
Median
$40,590$48,680
75th
$47,570$60,420
90th
$55,310$77,160

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Roofers20282035
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 Helpers--Roofers.

Risk-Adjusted Salary

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

Helpers--Roofers

$31,356

from $40,590

Insulation Workers, Floor, Ceiling, and Wall

$42,142

from $48,680

After adjusting for AI risk, Insulation Workers, Floor, Ceiling, and Wall offers $10,787 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Helpers--Roofers

0

Unique to Insulation

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Decision Complexity
Creativity
Helpers--RoofersInsulation Workers, Floor, Ceiling, and Wall