Takeover Tracker
vs

61 shared · 20 different

core competencies

Side-by-Side Comparison

MetricLayout Workers, Metal and PlasticModel Makers, Wood
Risk Score34.8%18.5%
Risk TierMedium RiskLow Risk
Risk Percentile66th4th
Tasks at Risk (>50%)5 / 144 / 14
Median Salary$61,870$51,850
Employment6K360

Skill Comparison

|

Sorted by largest difference

Communicating with Supervisors, Peers, or Subordinates
Coordinating the Work and Activities of Others
MathematicsAI-Vulnerable
Thinking Creatively
Coaching and Developing Others
Assisting and Caring for Others
Guiding, Directing, and Motivating Subordinates
Operating Vehicles, Mechanized Devices, or Equipment
Developing and Building Teams
Monitor Processes, Materials, or Surroundings
Production and Processing
Design

Protective Factors

Higher values indicate stronger protection against AI displacement

Layout Workers, Metal and Plastic

28%

total discount

Model Makers, Wood

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.

Model Makers, Wood

4 of 14 at risk
87%Maintain pattern records for reference.
83%Issue patterns to designated machine operators.
79%Mark identifying information on patterns, parts, and templates to indicate assembly methods and details.
53%Plan, lay out, and draw outlines of units, sectional patterns, or full-scale mock-ups of products.
45%Read blueprints, drawings, or written specifications, and consult with designers to determine sizes and shapes of patterns and required machine setups.

Wage Comparison

Model Makers, Wood earns -$10,020(-16%) vs Layout Workers, Metal and Plastic
Layout Workers, Metal and PlasticModel Makers, Wood
10th
$40,430$24,710
25th
$51,810$40,420
Median
$61,870$51,850
75th
$76,980$80,380
90th
$93,230$95,850

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Layout Workers, Metal and Plastic20282035
Model Makers, Wood20282035
20242030203520402045

Model Makers, Wood 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

Model Makers, Wood

$42,253

from $51,850

After adjusting for AI risk, Model Makers, Wood offers $1,889 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Layout

0

Unique to Model

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Layout Workers, Metal and PlasticModel Makers, Wood