Takeover Tracker
23%low risk
Rough Carpenters
vs

70 shared · 11 different

core competencies

13%low risk
Roofers

Side-by-Side Comparison

MetricRough CarpentersRoofers
Risk Score23.4%13.3%
Risk TierLow RiskLow Risk
Risk Percentile15th0th
Tasks at Risk (>50%)4 / 152 / 15
Median Salary$59,310$50,970
Employment698K137K

Skill Comparison

|

Sorted by largest difference

Production and Processing
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Gross Body Equilibrium
Design
MathematicsAI-Vulnerable
Communicating with Persons Outside Organization
Visualization
Establishing and Maintaining Interpersonal Relationships
Interpreting the Meaning of Information for Others
Selling or Influencing Others
Administration and Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Rough Carpenters

31%

total discount

Roofers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Rough Carpenters

4 of 15 at risk
86%Maintain job records and schedule work crew.
84%Study blueprints and diagrams to determine dimensions of structure or form to be constructed.
62%Measure materials or distances, using square, measuring tape, or rule to lay out work.
51%Fabricate parts, using woodworking and metalworking machines.
43%Cut or saw boards, timbers, or plywood to required size, using handsaw, power saw, or woodworking machine.

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 -$8,340(-14%) vs Rough Carpenters
Rough CarpentersRoofers
10th
$38,760$37,060
25th
$47,550$45,300
Median
$59,310$50,970
75th
$75,620$64,010
90th
$98,370$80,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Rough Carpenters20282035
Roofers20282035
20242030203520402045

Roofers has a longer runway before significant displacement, projected 0 years later than Rough Carpenters.

Risk-Adjusted Salary

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

Rough Carpenters

$45,414

from $59,310

Roofers

$44,201

from $50,970

After adjusting for AI risk, Rough Carpenters offers $1,212 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Rough

0

Unique to Roofers

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Fine Manipulation
Rough CarpentersRoofers