Takeover Tracker

Side-by-Side Comparison

MetricTool Grinders, Filers, and SharpenersGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score38.5%43.2%
Risk TierMedium RiskMedium Risk
Risk Percentile77th88th
Tasks at Risk (>50%)8 / 1513 / 15
Median Salary$48,970$45,190
Employment6K70K

Skill Comparison

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Sorted by largest difference

Documenting/Recording Information
Mechanical
MathematicsAI-Vulnerable
Updating and Using Relevant Knowledge
Equipment MaintenanceAI-Resistant
Finger Dexterity
Performing General Physical Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Tool Grinders, Filers, and Sharpeners

27%

total discount

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

24%

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.

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

13 of 15 at risk
86%Compute machine indexings and settings for specified dimensions and base reference points.
86%Maintain stocks of machine parts and machining tools.
85%Select machine tooling to be used, using knowledge of machine and production requirements.
84%Study blueprints, work orders, or machining instructions to determine product specifications, tool requirements, and operational sequences.
61%Inspect or measure finished workpieces to determine conformance to specifications, using measuring instruments, such as gauges or micrometers.

Wage Comparison

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic earns -$3,780(-8%) vs Tool Grinders, Filers, and Sharpeners
Tool Grinders, Filers, and SharpenersGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
10th
$33,770$34,980
25th
$39,520$38,420
Median
$48,970$45,190
75th
$60,210$51,380
90th
$74,120$61,550

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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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Tool Grinders, Filers, and Sharpeners: Not yetGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic: Not yet