Takeover Tracker

vs

43 shared · 13 different

core competencies

Side-by-Side Comparison

MetricTool Grinders, Filers, and SharpenersSawing Machine Setters, Operators, and Tenders, Wood
Risk Score38.5%34.3%
Risk TierMedium RiskMedium Risk
Risk Percentile77th63th
Tasks at Risk (>50%)8 / 152 / 15
Median Salary$48,970$39,950
Employment6K43K

Skill Comparison

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Sorted by largest difference

Organizing, Planning, and Prioritizing Work
MathematicsAI-Vulnerable
Controlling Machines and Processes
English Language
Operating Vehicles, Mechanized Devices, or Equipment
Making Decisions and Solving Problems
Documenting/Recording Information
Near Vision
Inspecting Equipment, Structures, or Material
Operation Monitoring
Equipment MaintenanceAI-Resistant
Operation and Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Tool Grinders, Filers, and Sharpeners

27%

total discount

Sawing Machine Setters, Operators, and Tenders, Wood

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Sawing Machine Setters, Operators, and Tenders, Wood

2 of 15 at risk
85%Inspect stock for imperfections or to estimate grades or qualities of stock or workpieces.
59%Examine logs or lumber to plan the best cuts.
45%Count, sort, or stack finished workpieces.
41%Set up, operate, or tend saws or machines that cut or trim wood to specified dimensions, such as circular saws, band saws, multiple-blade sawing machines, scroll saws, ripsaws, or crozer machines.
41%Trim lumber to straighten rough edges or remove defects, using circular saws.

Wage Comparison

Sawing Machine Setters, Operators, and Tenders, Wood earns -$9,020(-18%) vs Tool Grinders, Filers, and Sharpeners
Tool Grinders, Filers, and SharpenersSawing Machine Setters, Operators, and Tenders, Wood
10th
$33,770$29,670
25th
$39,520$35,550
Median
$48,970$39,950
75th
$60,210$47,770
90th
$74,120$56,560

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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