Takeover Tracker

37%medium risk
Machinists
vs

53 shared · 7 different

core competencies

Side-by-Side Comparison

MetricMachinistsGrinding and Polishing Workers, Hand
Risk Score36.8%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile71th75th
Tasks at Risk (>50%)9 / 156 / 15
Median Salary$56,150$41,690
Employment299K12K

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Mechanical
Monitor Processes, Materials, or Surroundings
Design
Repairing and Maintaining Mechanical Equipment
Performing General Physical Activities
Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Machinists

26%

total discount

Grinding and Polishing Workers, Hand

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Machinists

9 of 15 at risk
86%Program computers or electronic instruments, such as numerically controlled machine tools.
84%Study sample parts, blueprints, drawings, or engineering information to determine methods or sequences of operations needed to fabricate products.
70%Calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.
63%Monitor the feed and speed of machines during the machining process.
57%Measure, examine, or test completed units to check for defects and ensure conformance to specifications, using precision instruments, such as micrometers.

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 -$14,460(-26%) vs Machinists
MachinistsGrinding and Polishing Workers, Hand
10th
$38,100$32,120
25th
$46,250$36,660
Median
$56,150$41,690
75th
$64,910$48,410
90th
$78,760$57,250

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Head-to-head task automation timeline
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