Takeover Tracker
vs

39 shared · 23 different

core competencies

Side-by-Side Comparison

MetricModel Makers, WoodStructural Metal Fabricators and Fitters
Risk Score18.5%29.4%
Risk TierLow RiskMedium Risk
Risk Percentile4th35th
Tasks at Risk (>50%)4 / 146 / 15
Median Salary$51,850$49,900
Employment36053K

Skill Comparison

|

Sorted by largest difference

Thinking Creatively
Judging the Qualities of Things, Services, or People
Organizing, Planning, and Prioritizing Work
Estimating the Quantifiable Characteristics of Products, Events, or Information
Identifying Objects, Actions, and Events
Processing Information
Making Decisions and Solving Problems
Design
Engineering and Technology
Operating Vehicles, Mechanized Devices, or Equipment
Scheduling Work and Activities
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Model Makers, Wood

28%

total discount

Structural Metal Fabricators and Fitters

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Structural Metal Fabricators and Fitters

6 of 15 at risk
63%Set up and operate fabricating machines, such as brakes, rolls, shears, flame cutters, grinders, and drill presses, to bend, cut, form, punch, drill, or otherwise form and assemble metal components.
57%Tack-weld fitted parts together.
57%Lift or move materials and finished products, using large cranes.
53%Study engineering drawings and blueprints to determine materials requirements and task sequences.
53%Lay out and examine metal stock or workpieces to be processed to ensure that specifications are met.

Wage Comparison

Structural Metal Fabricators and Fitters earns -$1,950(-4%) vs Model Makers, Wood
Model Makers, WoodStructural Metal Fabricators and Fitters
10th
$24,710$37,370
25th
$40,420$44,290
Median
$51,850$49,900
75th
$80,380$59,810
90th
$95,850$70,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Model Makers, Wood20282035
Structural Metal Fabricators and Fitters20282035
20242030203520402045

Model Makers, Wood has a longer runway before significant displacement, projected 0 years later than Structural Metal Fabricators and Fitters.

Risk-Adjusted Salary

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

Model Makers, Wood

$42,253

from $51,850

Structural Metal Fabricators and Fitters

$35,239

from $49,900

After adjusting for AI risk, Model Makers, Wood offers $7,013 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Model

0

Unique to Structural

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Regulatory Barriers
Model Makers, WoodStructural Metal Fabricators and Fitters