Takeover Tracker

vs

58 shared · 9 different

core competencies

Side-by-Side Comparison

MetricMaintenance Workers, MachineryTool Grinders, Filers, and Sharpeners
Risk Score29.7%38.5%
Risk TierMedium RiskMedium Risk
Risk Percentile37th77th
Tasks at Risk (>50%)10 / 158 / 15
Median Salary$60,500$48,970
Employment57K6K

Skill Comparison

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Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Mechanical
Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Electronic Equipment
Engineering and Technology
Near Vision
Design
Thinking Creatively
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Maintenance Workers, Machinery

27%

total discount

Tool Grinders, Filers, and Sharpeners

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Maintenance Workers, Machinery

10 of 15 at risk
88%Inventory and requisition machine parts, equipment, and other supplies so that stock can be maintained and replenished.
86%Read work orders and specifications to determine machines and equipment requiring repair or maintenance.
86%Record production, repair, and machine maintenance information.
61%Transport machine parts, tools, equipment, and other material between work areas and storage, using cranes, hoists, or dollies.
57%Set up and operate machines, and adjust controls to regulate operations.

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.

Wage Comparison

Tool Grinders, Filers, and Sharpeners earns -$11,530(-19%) vs Maintenance Workers, Machinery
Maintenance Workers, MachineryTool Grinders, Filers, and Sharpeners
10th
$40,080$33,770
25th
$48,600$39,520
Median
$60,500$48,970
75th
$72,260$60,210
90th
$83,560$74,120

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