Takeover Tracker

37%medium risk
Machinists
vs

56 shared · 6 different

core competencies

Side-by-Side Comparison

MetricMachinistsTool Grinders, Filers, and Sharpeners
Risk Score36.8%38.5%
Risk TierMedium RiskMedium Risk
Risk Percentile71th77th
Tasks at Risk (>50%)9 / 158 / 15
Median Salary$56,150$48,970
Employment299K6K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Organizing, Planning, and Prioritizing Work
Design
Equipment MaintenanceAI-Resistant
MathematicsAI-Vulnerable
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Machinists

26%

total discount

Tool Grinders, Filers, and Sharpeners

27%

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.

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 -$7,180(-13%) vs Machinists
MachinistsTool Grinders, Filers, and Sharpeners
10th
$38,100$33,770
25th
$46,250$39,520
Median
$56,150$48,970
75th
$64,910$60,210
90th
$78,760$74,120

Unlock the Complete Head-to-Head Analysis

Subscribe to both occupations to unlock exclusive comparison data you can't get anywhere else.

Head-to-head task automation timeline
"Which is right for me?" personalized recommendation
Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
PDF export of full comparison
Machinists: Not yetTool Grinders, Filers, and Sharpeners: Not yet