Takeover Tracker
vs

44 shared · 7 different

core competencies

Side-by-Side Comparison

MetricPatternmakers, WoodMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score24.9%41.6%
Risk TierLow RiskMedium Risk
Risk Percentile19th84th
Tasks at Risk (>50%)4 / 157 / 15
Median Salary$52,520$48,310
Employment18014K

Skill Comparison

|

Sorted by largest difference

Design
Engineering and Technology
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
MathematicsAI-Vulnerable
Thinking Creatively
Training and Teaching Others
Mechanical

Protective Factors

Higher values indicate stronger protection against AI displacement

Patternmakers, Wood

25%

total discount

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Patternmakers, Wood

4 of 15 at risk
84%Estimate costs for patternmaking jobs.
78%Read blueprints, drawings, or written specifications to determine sizes and shapes of patterns and required machine setups.
65%Compute dimensions, areas, volumes, and weights.
59%Verify dimensions of completed patterns, using templates, straightedges, calipers, or protractors.
49%Finish completed products or models with shellac, lacquer, wax, or paint.

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

7 of 15 at risk
88%Compute dimensions, tolerances, and angles of workpieces or machines, according to specifications and knowledge of metal properties and shop mathematics.
88%Record production output.
86%Select cutting speeds, feed rates, and depths of cuts, applying knowledge of metal properties and shop mathematics.
84%Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations.
57%Observe milling or planing machine operation and adjust controls to ensure conformance with specified tolerances.

Wage Comparison

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic earns -$4,210(-8%) vs Patternmakers, Wood
Patternmakers, WoodMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$40,730$36,810
25th
$45,450$41,650
Median
$52,520$48,310
75th
$77,410$61,290
90th
$83,330$75,000

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Patternmakers, Wood20282035
Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Patternmakers, Wood has a longer runway before significant displacement, projected 0 years later than Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Patternmakers, Wood

$39,432

from $52,520

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

$28,203

from $48,310

After adjusting for AI risk, Patternmakers, Wood offers $11,229 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Patternmakers,

0

Unique to Milling

Combined Protection Strategy

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

Fine Manipulation
Creativity
Social Intelligence
Decision Complexity
Patternmakers, WoodMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic