Takeover Tracker
vs

63 shared · 21 different

core competencies

Side-by-Side Comparison

MetricLayout Workers, Metal and PlasticConstruction Carpenters
Risk Score34.8%20.8%
Risk TierMedium RiskLow Risk
Risk Percentile66th8th
Tasks at Risk (>50%)5 / 147 / 15
Median Salary$61,870$59,310
Employment6K698K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Controlling Machines and Processes
Processing Information
Thinking Creatively
Assisting and Caring for Others
Public Safety and Security
Interpreting the Meaning of Information for Others
Coaching and Developing Others
Stamina
Computers and Electronics
Engineering and Technology

Protective Factors

Higher values indicate stronger protection against AI displacement

Layout Workers, Metal and Plastic

28%

total discount

Construction Carpenters

28%

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.

Construction Carpenters

7 of 15 at risk
88%Maintain records, document actions, and present written progress reports.
86%Select and order lumber or other required materials.
70%Verify trueness of structure, using plumb bob and level.
66%Measure and mark cutting lines on materials, using a ruler, pencil, chalk, and marking gauge.
55%Study specifications in blueprints, sketches, or building plans to prepare project layout and determine dimensions and materials required.

Wage Comparison

Construction Carpenters earns -$2,560(-4%) vs Layout Workers, Metal and Plastic
Layout Workers, Metal and PlasticConstruction 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
Construction Carpenters20282035
20242030203520402045

Construction 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

Construction Carpenters

$46,956

from $59,310

After adjusting for AI risk, Construction Carpenters offers $6,592 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Layout

0

Unique to Construction

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Creativity
Decision Complexity
Layout Workers, Metal and PlasticConstruction Carpenters