Takeover Tracker
23%low risk
Rough Carpenters
vs

55 shared · 21 different

core competencies

21%low risk
Glaziers

Side-by-Side Comparison

MetricRough CarpentersGlaziers
Risk Score23.4%21.3%
Risk TierLow RiskLow Risk
Risk Percentile15th9th
Tasks at Risk (>50%)4 / 154 / 15
Median Salary$59,310$55,440
Employment698K57K

Skill Comparison

|

Sorted by largest difference

Design
Coordinating the Work and Activities of Others
Administration and Management
Guiding, Directing, and Motivating Subordinates
Coaching and Developing Others
Developing and Building Teams
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Repairing and Maintaining Mechanical Equipment
Identifying Objects, Actions, and Events
Resolving Conflicts and Negotiating with Others
Education and Training
Mechanical

Protective Factors

Higher values indicate stronger protection against AI displacement

Rough Carpenters

31%

total discount

Glaziers

25%

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.

Glaziers

4 of 15 at risk
85%Read and interpret blueprints or specifications to determine size, shape, color, type, or thickness of glass, location of framing, installation procedures, or staging or scaffolding materials required.
83%Select the type or color of glass or mirror according to specifications.
74%Measure and mark outlines or patterns on glass to indicate cutting lines.
74%Measure mirrors and dimensions of areas to be covered to determine work procedures.
49%Grind or polish glass, smoothing edges when necessary.

Wage Comparison

Glaziers earns -$3,870(-7%) vs Rough Carpenters
Rough CarpentersGlaziers
10th
$38,760$37,710
25th
$47,550$45,530
Median
$59,310$55,440
75th
$75,620$68,300
90th
$98,370$98,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Rough Carpenters20282035
Glaziers20282035
20242030203520402045

Glaziers 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

Glaziers

$43,620

from $55,440

After adjusting for AI risk, Rough Carpenters offers $1,793 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Rough

0

Unique to Glaziers

Combined Protection Strategy

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

Social Intelligence
Creativity
Regulatory Barriers
Decision Complexity
Rough CarpentersGlaziers