Takeover Tracker

Side-by-Side Comparison

MetricTool Grinders, Filers, and SharpenersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score38.5%41.6%
Risk TierMedium RiskMedium Risk
Risk Percentile77th84th
Tasks at Risk (>50%)8 / 157 / 15
Median Salary$48,970$48,310
Employment6K14K

Skill Comparison

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Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Performing General Physical Activities
Organizing, Planning, and Prioritizing Work
Equipment MaintenanceAI-Resistant
Handling and Moving Objects
Repairing
Inspecting Equipment, Structures, or Material
Monitor Processes, Materials, or Surroundings
Establishing and Maintaining Interpersonal Relationships
Controlling Machines and Processes
Near Vision

Protective Factors

Higher values indicate stronger protection against AI displacement

Tool Grinders, Filers, and Sharpeners

27%

total discount

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

24%

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.

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

7 of 15 at risk
88%Compute dimensions, tolerances, and angles of workpieces or machines, according to specifications and knowledge of metal properties and shop mathematics.
88%Record production output.
86%Select cutting speeds, feed rates, and depths of cuts, applying knowledge of metal properties and shop mathematics.
84%Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations.
57%Observe milling or planing machine operation and adjust controls to ensure conformance with specified tolerances.

Wage Comparison

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic earns -$660(-1%) vs Tool Grinders, Filers, and Sharpeners
Tool Grinders, Filers, and SharpenersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$33,770$36,810
25th
$39,520$41,650
Median
$48,970$48,310
75th
$60,210$61,290
90th
$74,120$75,000

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Tool Grinders, Filers, and Sharpeners20282035
Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Tool Grinders, Filers, and Sharpeners has a longer runway before significant displacement, projected 0 years later than Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Tool Grinders, Filers, and Sharpeners

$30,097

from $48,970

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

$28,203

from $48,310

After adjusting for AI risk, Tool Grinders, Filers, and Sharpeners offers $1,894 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Tool

0

Unique to Milling

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Decision Complexity
Creativity
Regulatory Barriers
Tool Grinders, Filers, and SharpenersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic