Takeover Tracker

Side-by-Side Comparison

MetricEngine and Other Machine AssemblersExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
Risk Score38.2%42.9%
Risk TierMedium RiskMedium Risk
Risk Percentile76th87th
Tasks at Risk (>50%)8 / 128 / 15
Median Salary$52,540$45,130
Employment38K57K

Skill Comparison

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Sorted by largest difference

Customer and Personal Service
Handling and Moving Objects
Rate Control
Mechanical
Reaction Time
Monitor Processes, Materials, or Surroundings
Documenting/Recording Information
Inspecting Equipment, Structures, or Material
Operation and Control
Perceptual Speed
Processing Information
Interacting With Computers

Protective Factors

Higher values indicate stronger protection against AI displacement

Engine and Other Machine Assemblers

26%

total discount

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

8 of 15 at risk
87%Notify supervisors when extruded filaments fail to meet standards.
87%Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced.
86%Monitor machine operations and observe lights and gauges to detect malfunctions.
85%Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.
85%Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines.

Wage Comparison

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders earns -$7,410(-14%) vs Engine and Other Machine Assemblers
Engine and Other Machine AssemblersExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
10th
$37,950$34,790
25th
$42,790$38,410
Median
$52,540$45,130
75th
$70,050$51,970
90th
$74,300$64,660

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Engine and Other Machine Assemblers20282035
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders20282035
20242030203520402045

Engine and Other Machine Assemblers has a longer runway before significant displacement, projected 0 years later than Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders.

Risk-Adjusted Salary

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

Engine and Other Machine Assemblers

$32,480

from $52,540

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

$25,774

from $45,130

After adjusting for AI risk, Engine and Other Machine Assemblers offers $6,706 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Engine

0

Unique to Extruding,

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Regulatory Barriers
Creativity
Engine and Other Machine AssemblersExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders