Takeover Tracker

Side-by-Side Comparison

MetricWoodworking Machine Setters, Operators, and Tenders, Except SawingMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score40.1%41.6%
Risk TierMedium RiskMedium Risk
Risk Percentile81th84th
Tasks at Risk (>50%)6 / 157 / 15
Median Salary$40,440$48,310
Employment63K14K

Skill Comparison

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Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships
Interacting With Computers
Performing General Physical Activities
Coaching and Developing Others
Training and Teaching Others
Handling and Moving Objects
Production and Processing
Dynamic Strength

Protective Factors

Higher values indicate stronger protection against AI displacement

Woodworking Machine Setters, Operators, and Tenders, Except Sawing

23%

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

Woodworking Machine Setters, Operators, and Tenders, Except Sawing

6 of 15 at risk
84%Determine product specifications and materials, work methods, and machine setup requirements, according to blueprints, oral or written instructions, drawings, or work orders.
84%Select knives, saws, blades, cutter heads, cams, bits, or belts, according to workpiece, machine functions, or product specifications.
59%Examine raw woodstock for defects and to ensure conformity to size and other specification standards.
53%Set up, program, operate, or tend computerized or manual woodworking machines, such as drill presses, lathes, shapers, routers, sanders, planers, or wood-nailing machines.
53%Examine finished workpieces for smoothness, shape, angle, depth-of-cut, or conformity to specifications and verify dimensions, visually and using hands, rules, calipers, templates, or gauges.

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 +$7,870(+19%) vs Woodworking Machine Setters, Operators, and Tenders, Except Sawing
Woodworking Machine Setters, Operators, and Tenders, Except SawingMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$30,920$36,810
25th
$36,260$41,650
Median
$40,440$48,310
75th
$47,650$61,290
90th
$54,340$75,000

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Woodworking Machine Setters, Operators, and Tenders, Except Sawing20282035
Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Woodworking Machine Setters, Operators, and Tenders, Except Sawing 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%)

Woodworking Machine Setters, Operators, and Tenders, Except Sawing

$24,228

from $40,440

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

$28,203

from $48,310

After adjusting for AI risk, Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic offers $3,976 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Woodworking

0

Unique to Milling

Combined Protection Strategy

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

Social Intelligence
Creativity
Regulatory Barriers
Fine Manipulation
Woodworking Machine Setters, Operators, and Tenders, Except SawingMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic