Takeover Tracker

Side-by-Side Comparison

MetricTool Grinders, Filers, and SharpenersCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
Risk Score38.5%41.7%
Risk TierMedium RiskMedium Risk
Risk Percentile77th85th
Tasks at Risk (>50%)8 / 1512 / 15
Median Salary$48,970$46,890
Employment6K29K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Production and Processing
Communicating with Supervisors, Peers, or Subordinates
Public Safety and Security
Response Orientation
MathematicsAI-Vulnerable
Organizing, Planning, and Prioritizing Work
Finger Dexterity

Protective Factors

Higher values indicate stronger protection against AI displacement

Tool Grinders, Filers, and Sharpeners

27%

total discount

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

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.

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

12 of 15 at risk
88%Read work orders to determine production specifications and information.
84%Test samples of materials or products to ensure compliance with specifications, using test equipment.
65%Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.
63%Observe operation of equipment to ensure continuity of flow, safety, and efficient operation, and to detect malfunctions.
63%Tend accessory equipment, such as pumps and conveyors, to move materials or ingredients through production processes.

Wage Comparison

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders earns -$2,080(-4%) vs Tool Grinders, Filers, and Sharpeners
Tool Grinders, Filers, and SharpenersCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
10th
$33,770$35,380
25th
$39,520$38,990
Median
$48,970$46,890
75th
$60,210$58,440
90th
$74,120$65,980

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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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