Tool Grinders, Filers, and Sharpeners vs Print Binding and Finishing Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Tool Grinders, Filers, and Sharpeners

61 shared · 8 different

core competencies

medium risk

Print Binding and Finishing Workers

Side-by-Side Comparison

Print Binding and Finishing Workers leads 4–1

Metric	Tool Grinders, Filers, and Sharpeners	Print Binding and Finishing Workers
Risk Score	38.5%	36.7%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	77th	71th
Tasks at Risk (>50%)	8 / 15	4 / 15
Median Salary	$48,970	$39,820
Employment	6K	36K

Skill Comparison

Sorted by largest difference

Getting Information

Controlling Machines and Processes

Interpreting the Meaning of Information for Others

MathematicsAI-Vulnerable

Administration and Management

Operation and Control

Mechanical

Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Tool Grinders, Filers, and Sharpeners

27%

total discount

Print Binding and Finishing Workers

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Tool Grinders, Filers, and Sharpeners

8 of 15 at risk

84%Study blueprints or layouts of metal workpieces to determine grinding procedures, and to plan machine setups and operational sequences.

78%Compute numbers, widths, and angles of cutting tools, micrometers, scales, and gauges, and adjust tools to produce specified cuts.

76%Inspect dies to detect defects, assess wear, and verify specifications, using micrometers, steel gauge pins, and loupes.

61%Monitor machine operations to determine whether adjustments are necessary, stopping machines when problems occur.

59%Remove finished workpieces from machines and place them in boxes or on racks, setting aside pieces that are defective.

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 -$9,150(-19%) vs Tool Grinders, Filers, and Sharpeners

Tool Grinders, Filers, and SharpenersPrint Binding and Finishing Workers

10th

$33,770$31,110

25th

$39,520$36,070

Median

$48,970$39,820

75th

$60,210$48,240

90th

$74,120$57,980

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Tool Grinders, Filers, and Sharpeners2028–2035

Print Binding and Finishing Workers2028–2035

20242030203520402045

Print Binding and Finishing Workers has a longer runway before significant displacement, projected 0 years later than Tool Grinders, Filers, and Sharpeners.

Risk-Adjusted Salary

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

Tool Grinders, Filers, and Sharpeners

$30,097

from $48,970

Print Binding and Finishing Workers

$25,226

from $39,820

After adjusting for AI risk, Tool Grinders, Filers, and Sharpeners offers $4,871 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Tool

Unique to Print

Combined Protection Strategy

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

Fine Manipulation

Regulatory Barriers

Decision Complexity

Social Intelligence

Tool Grinders, Filers, and SharpenersPrint Binding and Finishing Workers

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