Takeover Tracker
vs

47 shared · 10 different

core competencies

Side-by-Side Comparison

MetricWoodworking Machine Setters, Operators, and Tenders, Except SawingEngine and Other Machine Assemblers
Risk Score40.1%38.2%
Risk TierMedium RiskMedium Risk
Risk Percentile81th76th
Tasks at Risk (>50%)6 / 158 / 12
Median Salary$40,440$52,540
Employment63K38K

Skill Comparison

|

Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships
Updating and Using Relevant Knowledge
Mechanical
Handling and Moving Objects
Reaction Time
Repairing and Maintaining Mechanical Equipment
Production and Processing
Dynamic Strength
Rate Control
Operating Vehicles, Mechanized Devices, or Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Woodworking Machine Setters, Operators, and Tenders, Except Sawing

23%

total discount

Engine and Other Machine Assemblers

26%

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.

Engine and Other Machine Assemblers

8 of 12 at risk
84%Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.
63%Lay out and drill, ream, tap, or cut parts for assembly.
61%Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.
60%Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
59%Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.

Wage Comparison

Engine and Other Machine Assemblers earns +$12,100(+30%) vs Woodworking Machine Setters, Operators, and Tenders, Except Sawing
Woodworking Machine Setters, Operators, and Tenders, Except SawingEngine and Other Machine Assemblers
10th
$30,920$37,950
25th
$36,260$42,790
Median
$40,440$52,540
75th
$47,650$70,050
90th
$54,340$74,300

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Woodworking Machine Setters, Operators, and Tenders, Except Sawing20282035
Engine and Other Machine Assemblers20282035
20242030203520402045

Engine and Other Machine Assemblers 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

Engine and Other Machine Assemblers

$32,480

from $52,540

After adjusting for AI risk, Engine and Other Machine Assemblers offers $8,253 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Woodworking

0

Unique to Engine

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Creativity
Regulatory Barriers
Woodworking Machine Setters, Operators, and Tenders, Except SawingEngine and Other Machine Assemblers