Takeover Tracker
23%low risk
Helpers--Roofers
vs

66 shared · 14 different

core competencies

13%low risk
Roofers

Side-by-Side Comparison

MetricHelpers--RoofersRoofers
Risk Score22.8%13.3%
Risk TierLow RiskLow Risk
Risk Percentile13th0th
Tasks at Risk (>50%)0 / 152 / 15
Median Salary$40,590$50,970
Employment5K137K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Performing General Physical Activities
Building and Construction
Provide Consultation and Advice to Others
Repairing and Maintaining Electronic Equipment
Design
Analyzing Data or Information
Evaluating Information to Determine Compliance with Standards
Near Vision
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
MathematicsAI-Vulnerable
Oral Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Roofers

28%

total discount

Roofers

28%

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.

Roofers

2 of 15 at risk
73%Estimate materials and labor required to complete roofing jobs.
53%Inspect problem roofs to determine the best repair procedures.
13%Waterproof or damp-proof walls, floors, roofs, foundations, or basements by painting or spraying surfaces with waterproof coatings or by attaching waterproofing membranes to surfaces.
13%Apply reflective roof coatings, such as special paints or single-ply roofing sheets, to existing roofs to reduce solar heat absorption.
11%Remove snow, water, or debris from roofs prior to applying roofing materials.

Wage Comparison

Roofers earns +$10,380(+26%) vs Helpers--Roofers
Helpers--RoofersRoofers
10th
$27,780$37,060
25th
$34,800$45,300
Median
$40,590$50,970
75th
$47,570$64,010
90th
$55,310$80,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Roofers20282035
Roofers20282035
20242030203520402045

Roofers 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

Roofers

$44,201

from $50,970

After adjusting for AI risk, Roofers offers $12,845 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 Roofers

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Regulatory Barriers
Helpers--RoofersRoofers