Takeover Tracker
vs

72 shared · 12 different

core competencies

23%low risk
Rough Carpenters

Side-by-Side Comparison

MetricLayout Workers, Metal and PlasticRough Carpenters
Risk Score34.8%23.4%
Risk TierMedium RiskLow Risk
Risk Percentile66th15th
Tasks at Risk (>50%)5 / 144 / 15
Median Salary$61,870$59,310
Employment6K698K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Engineering and Technology
Interpreting the Meaning of Information for Others
Performing General Physical Activities
Processing Information
Stamina
Extent Flexibility
Computers and Electronics
Controlling Machines and Processes
Static Strength
Monitor Processes, Materials, or Surroundings
Trunk Strength

Protective Factors

Higher values indicate stronger protection against AI displacement

Layout Workers, Metal and Plastic

28%

total discount

Rough Carpenters

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Layout Workers, Metal and Plastic

5 of 14 at risk
86%Add dimensional details to blueprints or drawings made by other workers.
84%Plan locations and sequences of cutting, drilling, bending, rolling, punching, and welding operations, using compasses, protractors, dividers, and rules.
84%Compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly.
63%Inspect machined parts to verify conformance to specifications.
53%Plan and develop layouts from blueprints and templates, applying knowledge of trigonometry, design, effects of heat, and properties of metals.

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.

Wage Comparison

Rough Carpenters earns -$2,560(-4%) vs Layout Workers, Metal and Plastic
Layout Workers, Metal and PlasticRough Carpenters
10th
$40,430$38,760
25th
$51,810$47,550
Median
$61,870$59,310
75th
$76,980$75,620
90th
$93,230$98,370

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Layout Workers, Metal and Plastic20282035
Rough Carpenters20282035
20242030203520402045

Rough Carpenters has a longer runway before significant displacement, projected 0 years later than Layout Workers, Metal and Plastic.

Risk-Adjusted Salary

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

Layout Workers, Metal and Plastic

$40,364

from $61,870

Rough Carpenters

$45,414

from $59,310

After adjusting for AI risk, Rough Carpenters offers $5,050 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Layout

0

Unique to Rough

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Creativity
Decision Complexity
Layout Workers, Metal and PlasticRough Carpenters