Takeover Tracker

Side-by-Side Comparison

MetricCrushing, Grinding, and Polishing Machine Setters, Operators, and TendersTool Grinders, Filers, and Sharpeners
Risk Score41.7%38.5%
Risk TierMedium RiskMedium Risk
Risk Percentile85th77th
Tasks at Risk (>50%)12 / 158 / 15
Median Salary$46,890$48,970
Employment29K6K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Production and Processing
Communicating with Supervisors, Peers, or Subordinates
Public Safety and Security
Response Orientation
MathematicsAI-Vulnerable
Organizing, Planning, and Prioritizing Work
Finger Dexterity

Protective Factors

Higher values indicate stronger protection against AI displacement

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

27%

total discount

Tool Grinders, Filers, and Sharpeners

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

12 of 15 at risk
88%Read work orders to determine production specifications and information.
84%Test samples of materials or products to ensure compliance with specifications, using test equipment.
65%Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.
63%Observe operation of equipment to ensure continuity of flow, safety, and efficient operation, and to detect malfunctions.
63%Tend accessory equipment, such as pumps and conveyors, to move materials or ingredients through production processes.

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 +$2,080(+4%) vs Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
Crushing, Grinding, and Polishing Machine Setters, Operators, and TendersTool Grinders, Filers, and Sharpeners
10th
$35,380$33,770
25th
$38,990$39,520
Median
$46,890$48,970
75th
$58,440$60,210
90th
$65,980$74,120

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders20282035
Tool Grinders, Filers, and Sharpeners20282035
20242030203520402045

Tool Grinders, Filers, and Sharpeners has a longer runway before significant displacement, projected 0 years later than Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders.

Risk-Adjusted Salary

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

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

$27,360

from $46,890

Tool Grinders, Filers, and Sharpeners

$30,097

from $48,970

After adjusting for AI risk, Tool Grinders, Filers, and Sharpeners offers $2,737 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Crushing,

0

Unique to Tool

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Creativity
Decision Complexity
Crushing, Grinding, and Polishing Machine Setters, Operators, and TendersTool Grinders, Filers, and Sharpeners