Takeover Tracker

Side-by-Side Comparison

MetricExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and TendersPrint Binding and Finishing Workers
Risk Score42.9%36.7%
Risk TierMedium RiskMedium Risk
Risk Percentile87th71th
Tasks at Risk (>50%)8 / 154 / 15
Median Salary$45,130$39,820
Employment57K36K

Skill Comparison

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Sorted by largest difference

Documenting/Recording Information
Perceptual Speed
Rate Control
Organizing, Planning, and Prioritizing Work
Reaction Time
Inspecting Equipment, Structures, or Material
Operation and Control
Interacting With Computers
Customer and Personal Service

Protective Factors

Higher values indicate stronger protection against AI displacement

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

26%

total discount

Print Binding and Finishing Workers

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Print Binding and Finishing Workers

4 of 15 at risk
86%Read work orders to determine instructions and specifications for machine set-up.
86%Maintain records, such as daily production records, using specified forms.
61%Examine stitched, collated, bound, or unbound product samples for defects, such as imperfect bindings, ink spots, torn pages, loose pages, or loose or uncut threads.
57%Monitor machine operations to detect malfunctions or to determine whether adjustments are needed.
49%Trim edges of books to size, using cutting machines, book trimming machines, or hand cutters.

Wage Comparison

Print Binding and Finishing Workers earns -$5,310(-12%) vs Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and TendersPrint Binding and Finishing Workers
10th
$34,790$31,110
25th
$38,410$36,070
Median
$45,130$39,820
75th
$51,970$48,240
90th
$64,660$57,980

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders20282035
Print Binding and Finishing Workers20282035
20242030203520402045

Print Binding and Finishing Workers 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%)

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

$25,774

from $45,130

Print Binding and Finishing Workers

$25,226

from $39,820

After adjusting for AI risk, Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders offers $548 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Extruding,

0

Unique to Print

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Social Intelligence
Decision Complexity
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and TendersPrint Binding and Finishing Workers