Takeover Tracker

vs

54 shared · 11 different

core competencies

Side-by-Side Comparison

MetricEngine and Other Machine AssemblersTool Grinders, Filers, and Sharpeners
Risk Score38.2%38.5%
Risk TierMedium RiskMedium Risk
Risk Percentile76th77th
Tasks at Risk (>50%)8 / 128 / 15
Median Salary$52,540$48,970
Employment38K6K

Skill Comparison

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Sorted by largest difference

Organizing, Planning, and Prioritizing Work
Customer and Personal Service
Operation and Control
MathematicsAI-Vulnerable
Near Vision
Handling and Moving Objects
Updating and Using Relevant Knowledge
Rate Control
Inspecting Equipment, Structures, or Material
Operating Vehicles, Mechanized Devices, or Equipment
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Engine and Other Machine Assemblers

26%

total discount

Tool Grinders, Filers, and Sharpeners

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Engine and Other Machine Assemblers

8 of 12 at risk
84%Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.
63%Lay out and drill, ream, tap, or cut parts for assembly.
61%Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.
60%Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
59%Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.

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 -$3,570(-7%) vs Engine and Other Machine Assemblers
Engine and Other Machine AssemblersTool Grinders, Filers, and Sharpeners
10th
$37,950$33,770
25th
$42,790$39,520
Median
$52,540$48,970
75th
$70,050$60,210
90th
$74,300$74,120

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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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Engine and Other Machine Assemblers: Not yetTool Grinders, Filers, and Sharpeners: Not yet