Takeover Tracker

Side-by-Side Comparison

MetricPrint Binding and Finishing WorkersMultiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score36.7%38.1%
Risk TierMedium RiskMedium Risk
Risk Percentile71th75th
Tasks at Risk (>50%)4 / 155 / 15
Median Salary$39,820$46,060
Employment36K130K

Skill Comparison

|

Sorted by largest difference

Mechanical
Design
Administration and Management
MathematicsAI-Vulnerable
Interpreting the Meaning of Information for Others
Customer and Personal Service
Control Precision
Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Print Binding and Finishing Workers

27%

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

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.

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 +$6,240(+16%) vs Print Binding and Finishing Workers
Print Binding and Finishing WorkersMultiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
10th
$31,110$34,130
25th
$36,070$38,320
Median
$39,820$46,060
75th
$48,240$56,220
90th
$57,980$72,850

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Print Binding and Finishing Workers20282035
Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Print Binding and Finishing Workers has a longer runway before significant displacement, projected 0 years later than Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Print Binding and Finishing Workers

$25,226

from $39,820

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 $3,285 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Print

0

Unique to Multiple

Combined Protection Strategy

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

Decision Complexity
Regulatory Barriers
Social Intelligence
Fine Manipulation
Print Binding and Finishing WorkersMultiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Print Binding and Finishing Workers vs Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic AI Risk — Takeover Tracker