Takeover Tracker

vs

55 shared · 10 different

core competencies

Side-by-Side Comparison

MetricTool Grinders, Filers, and SharpenersPaper Goods Machine Setters, Operators, and Tenders
Risk Score38.5%37.5%
Risk TierMedium RiskMedium Risk
Risk Percentile77th74th
Tasks at Risk (>50%)8 / 157 / 15
Median Salary$48,970$49,390
Employment6K97K

Skill Comparison

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Sorted by largest difference

Coaching and Developing Others
Assisting and Caring for Others
Repairing
Establishing and Maintaining Interpersonal Relationships
Repairing and Maintaining Mechanical Equipment
Near Vision
MathematicsAI-Vulnerable
Finger Dexterity
Manual DexterityAI-Resistant
Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Tool Grinders, Filers, and Sharpeners

27%

total discount

Paper Goods Machine Setters, Operators, and Tenders

26%

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.

Paper Goods Machine Setters, Operators, and Tenders

7 of 15 at risk
61%Stamp products with information such as dates, using hand stamps or automatic stamping devices.
61%Remove finished cores, and stack or place them on conveyors for transfer to other work areas.
59%Start machines and move controls to regulate tension on pressure rolls, to synchronize speed of machine components, and to adjust temperatures of glue or paraffin.
57%Examine completed work to detect defects and verify conformance to work orders, and adjust machinery as necessary to correct production problems.
57%Observe operation of various machines to detect and correct machine malfunctions such as improper forming, glue flow, or pasteboard tension.

Wage Comparison

Paper Goods Machine Setters, Operators, and Tenders earns +$420(+1%) vs Tool Grinders, Filers, and Sharpeners
Tool Grinders, Filers, and SharpenersPaper Goods Machine Setters, Operators, and Tenders
10th
$33,770$36,610
25th
$39,520$43,520
Median
$48,970$49,390
75th
$60,210$59,220
90th
$74,120$68,640

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Head-to-head task automation timeline
"Which is right for me?" personalized recommendation
Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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