Takeover Tracker

Side-by-Side Comparison

MetricTool Grinders, Filers, and SharpenersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score38.5%41.6%
Risk TierMedium RiskMedium Risk
Risk Percentile77th84th
Tasks at Risk (>50%)8 / 157 / 15
Median Salary$48,970$48,310
Employment6K14K

Skill Comparison

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Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Performing General Physical Activities
Organizing, Planning, and Prioritizing Work
Equipment MaintenanceAI-Resistant
Handling and Moving Objects
Repairing
Inspecting Equipment, Structures, or Material
Monitor Processes, Materials, or Surroundings
Establishing and Maintaining Interpersonal Relationships
Controlling Machines and Processes
Near Vision

Protective Factors

Higher values indicate stronger protection against AI displacement

Tool Grinders, Filers, and Sharpeners

27%

total discount

Milling and Planing Machine 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.

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

7 of 15 at risk
88%Compute dimensions, tolerances, and angles of workpieces or machines, according to specifications and knowledge of metal properties and shop mathematics.
88%Record production output.
86%Select cutting speeds, feed rates, and depths of cuts, applying knowledge of metal properties and shop mathematics.
84%Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations.
57%Observe milling or planing machine operation and adjust controls to ensure conformance with specified tolerances.

Wage Comparison

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic earns -$660(-1%) vs Tool Grinders, Filers, and Sharpeners
Tool Grinders, Filers, and SharpenersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$33,770$36,810
25th
$39,520$41,650
Median
$48,970$48,310
75th
$60,210$61,290
90th
$74,120$75,000

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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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