Takeover Tracker

vs

54 shared · 7 different

core competencies

Side-by-Side Comparison

MetricGrinding and Polishing Workers, HandEngine and Other Machine Assemblers
Risk Score37.8%38.2%
Risk TierMedium RiskMedium Risk
Risk Percentile75th76th
Tasks at Risk (>50%)6 / 158 / 12
Median Salary$41,690$52,540
Employment12K38K

Skill Comparison

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Sorted by largest difference

Mechanical
Customer and Personal Service
Scheduling Work and Activities
Monitor Processes, Materials, or Surroundings
Handling and Moving Objects
Visualization
Repairing and Maintaining Mechanical Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Grinding and Polishing Workers, Hand

25%

total discount

Engine and Other Machine Assemblers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Engine and Other Machine Assemblers earns +$10,850(+26%) vs Grinding and Polishing Workers, Hand
Grinding and Polishing Workers, HandEngine and Other Machine Assemblers
10th
$32,120$37,950
25th
$36,660$42,790
Median
$41,690$52,540
75th
$48,410$70,050
90th
$57,250$74,300

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Combined protective factor strategy
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