Takeover Tracker
32%medium risk
Patternmakers, Metal and Plastic
vs

47 shared · 13 different

core competencies

37%medium risk
Print Binding and Finishing Workers

Side-by-Side Comparison

MetricPatternmakers, Metal and PlasticPrint Binding and Finishing Workers
Risk Score31.6%36.7%
Risk TierMedium RiskMedium Risk
Risk Percentile48th71th
Tasks at Risk (>50%)8 / 154 / 15
Median Salary$54,540$39,820
Employment2K36K

Skill Comparison

|

Sorted by largest difference

Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Handling and Moving Objects
Design
Updating and Using Relevant Knowledge
Monitor Processes, Materials, or Surroundings
Getting Information
Production and Processing
Mechanical
Organizing, Planning, and Prioritizing Work
Coordinating the Work and Activities of Others
Administration and Management
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Patternmakers, Metal and Plastic

25%

total discount

Print Binding and Finishing Workers

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Patternmakers, Metal and Plastic

8 of 15 at risk
84%Select pattern materials such as wood, resin, and fiberglass.
73%Program computerized numerical control machine tools.
59%Mark identification numbers or symbols onto patterns or templates.
57%Paint or lacquer patterns.
55%Create computer models of patterns or parts, using modeling software.

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 -$14,720(-27%) vs Patternmakers, Metal and Plastic
Patternmakers, Metal and PlasticPrint Binding and Finishing Workers
10th
$39,150$31,110
25th
$47,520$36,070
Median
$54,540$39,820
75th
$66,590$48,240
90th
$79,690$57,980

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Patternmakers, Metal and Plastic2028–2035
Print Binding and Finishing Workers2028–2035
20242030203520402045

Patternmakers, Metal and Plastic has a longer runway before significant displacement, projected 0 years later than Print Binding and Finishing Workers.

Risk-Adjusted Salary

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

Patternmakers, Metal and Plastic

$37,284

from $54,540

Print Binding and Finishing Workers

$25,226

from $39,820

After adjusting for AI risk, Patternmakers, Metal and Plastic offers $12,058 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Patternmakers,

0

Unique to Print

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Creativity
Decision Complexity
Patternmakers, Metal and PlasticPrint Binding and Finishing Workers
Find transitions from Patternmakers, Metal and PlasticFind transitions from Print Binding and Finishing Workers