Takeover Tracker

vs

59 shared · 4 different

core competencies

Side-by-Side Comparison

MetricPrint Binding and Finishing WorkersGrinding and Polishing Workers, Hand
Risk Score36.7%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile71th75th
Tasks at Risk (>50%)4 / 156 / 15
Median Salary$39,820$41,690
Employment36K12K

Skill Comparison

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Sorted by largest difference

Scheduling Work and Activities
Repairing and Maintaining Mechanical Equipment
Customer and Personal Service
Performing General Physical Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Print Binding and Finishing Workers

27%

total discount

Grinding and Polishing Workers, Hand

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.

Grinding and Polishing Workers, Hand

6 of 15 at risk
89%Record product and processing data on specified forms.
85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.
81%Mark defects, such as knotholes, cracks, and splits, for repair.
77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.
77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

Wage Comparison

Grinding and Polishing Workers, Hand earns +$1,870(+5%) vs Print Binding and Finishing Workers
Print Binding and Finishing WorkersGrinding and Polishing Workers, Hand
10th
$31,110$32,120
25th
$36,070$36,660
Median
$39,820$41,690
75th
$48,240$48,410
90th
$57,980$57,250

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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