Takeover Tracker

vs

49 shared · 9 different

core competencies

Side-by-Side Comparison

MetricTool Grinders, Filers, and SharpenersGrinding and Polishing Workers, Hand
Risk Score38.5%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile77th75th
Tasks at Risk (>50%)8 / 156 / 15
Median Salary$48,970$41,690
Employment6K12K

Skill Comparison

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Sorted by largest difference

Scheduling Work and Activities
Repairing and Maintaining Mechanical Equipment
Controlling Machines and Processes
Mechanical
MathematicsAI-Vulnerable
Processing Information
Evaluating Information to Determine Compliance with Standards
Operation and Control
Getting Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Tool Grinders, Filers, and Sharpeners

27%

total discount

Grinding and Polishing Workers, Hand

25%

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 and Polishing Workers, Hand

6 of 15 at risk
89%Record product and processing data on specified forms.
85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.
81%Mark defects, such as knotholes, cracks, and splits, for repair.
77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.
77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

Wage Comparison

Grinding and Polishing Workers, Hand earns -$7,280(-15%) vs Tool Grinders, Filers, and Sharpeners
Tool Grinders, Filers, and SharpenersGrinding and Polishing Workers, Hand
10th
$33,770$32,120
25th
$39,520$36,660
Median
$48,970$41,690
75th
$60,210$48,410
90th
$74,120$57,250

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