Takeover Tracker

vs

50 shared · 15 different

core competencies

Side-by-Side Comparison

MetricPatternmakers, WoodTool Grinders, Filers, and Sharpeners
Risk Score24.9%38.5%
Risk TierLow RiskMedium Risk
Risk Percentile19th77th
Tasks at Risk (>50%)4 / 158 / 15
Median Salary$52,520$48,970
Employment1806K

Skill Comparison

|

Sorted by largest difference

Design
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Monitor Processes, Materials, or Surroundings
Engineering and Technology
Repairing and Maintaining Mechanical Equipment
Inspecting Equipment, Structures, or Material
Organizing, Planning, and Prioritizing Work
Equipment MaintenanceAI-Resistant
Operation Monitoring
Judging the Qualities of Things, Services, or People
Repairing
Performing General Physical Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Patternmakers, Wood

25%

total discount

Tool Grinders, Filers, and Sharpeners

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Patternmakers, Wood

4 of 15 at risk
84%Estimate costs for patternmaking jobs.
78%Read blueprints, drawings, or written specifications to determine sizes and shapes of patterns and required machine setups.
65%Compute dimensions, areas, volumes, and weights.
59%Verify dimensions of completed patterns, using templates, straightedges, calipers, or protractors.
49%Finish completed products or models with shellac, lacquer, wax, or paint.

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 -$3,550(-7%) vs Patternmakers, Wood
Patternmakers, WoodTool Grinders, Filers, and Sharpeners
10th
$40,730$33,770
25th
$45,450$39,520
Median
$52,520$48,970
75th
$77,410$60,210
90th
$83,330$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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