medium risk
Helpers--Production Workersvs
46 shared · 10 different
core competencies
medium risk
Print Binding and Finishing WorkersSide-by-Side Comparison
Print Binding and Finishing Workers leads 5–0| Metric | Helpers--Production Workers | Print Binding and Finishing Workers |
|---|---|---|
| Risk Score | 39.5% | 36.7% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 79th | 71th |
| Tasks at Risk (>50%) | 11 / 15 | 4 / 15 |
| Median Salary | $38,220 | $39,820 |
| Employment | 167K | 36K |
Skill Comparison
|
Sorted by largest difference
Administration and Management
Monitor Processes, Materials, or Surroundings
Making Decisions and Solving Problems
Getting Information
Thinking Creatively
Performing General Physical Activities
Organizing, Planning, and Prioritizing Work
Judgment and Decision MakingAI-Augmented
Coaching and Developing Others
Complex Problem SolvingAI-Resistant
Protective Factors
Higher values indicate stronger protection against AI displacement
Helpers--Production Workers
23%
total discount
Print Binding and Finishing Workers
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Helpers--Production Workers
11 of 15 at risk86%Count finished products to determine if product orders are complete.
86%Measure amounts of products, lengths of extruded articles, or weights of filled containers to ensure conformance to specifications.
86%Mark or tag identification on parts.
86%Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions.
67%Examine products to verify conformance to quality standards.
Print Binding and Finishing Workers
4 of 15 at risk86%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 +$1,600(+4%) vs Helpers--Production Workers
Helpers--Production WorkersPrint Binding and Finishing Workers
10th
$30,060$31,110
25th
$34,390$36,070
Median
$38,220$39,820
75th
$44,980$48,240
90th
$52,120$57,980
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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