Takeover Tracker

Side-by-Side Comparison

MetricWoodworking Machine Setters, Operators, and Tenders, Except SawingMultiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score40.1%38.1%
Risk TierMedium RiskMedium Risk
Risk Percentile81th75th
Tasks at Risk (>50%)6 / 155 / 15
Median Salary$40,440$46,060
Employment63K130K

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Mechanical
Design
Controlling Machines and Processes
CoordinationAI-Resistant
Organizing, Planning, and Prioritizing Work
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Woodworking Machine Setters, Operators, and Tenders, Except Sawing

23%

total discount

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

25%

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.

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

5 of 15 at risk
86%Write programs for computer numerical control (CNC) machines to cut metal and plastic materials.
84%Read blueprints or job orders to determine product specifications and tooling instructions and to plan operational sequences.
67%Compute data, such as gear dimensions or machine settings, applying knowledge of shop mathematics.
57%Inspect workpieces for defects, and measure workpieces to determine accuracy of machine operation, using rules, templates, or other measuring instruments.
53%Observe machine operation to detect workpiece defects or machine malfunctions, adjusting machines as necessary.

Wage Comparison

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic earns +$5,620(+14%) vs Woodworking Machine Setters, Operators, and Tenders, Except Sawing
Woodworking Machine Setters, Operators, and Tenders, Except SawingMultiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
10th
$30,920$34,130
25th
$36,260$38,320
Median
$40,440$46,060
75th
$47,650$56,220
90th
$54,340$72,850

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Woodworking Machine Setters, Operators, and Tenders, Except Sawing20282035
Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic has a longer runway before significant displacement, projected 0 years later than Woodworking Machine Setters, Operators, and Tenders, Except Sawing.

Risk-Adjusted Salary

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

Woodworking Machine Setters, Operators, and Tenders, Except Sawing

$24,228

from $40,440

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

$28,511

from $46,060

After adjusting for AI risk, Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic offers $4,284 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Woodworking

0

Unique to Multiple

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Woodworking Machine Setters, Operators, and Tenders, Except SawingMultiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic