Takeover Tracker

Side-by-Side Comparison

MetricCrushing, Grinding, and Polishing Machine Setters, Operators, and TendersContinuous Mining Machine Operators
Risk Score41.7%34.3%
Risk TierMedium RiskMedium Risk
Risk Percentile85th63th
Tasks at Risk (>50%)12 / 159 / 15
Median Salary$46,890$63,380
Employment29K14K

Skill Comparison

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Sorted by largest difference

Making Decisions and Solving Problems
Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Electronic Equipment
Handling and Moving Objects
Documenting/Recording Information
Inspecting Equipment, Structures, or Material
Education and Training
Depth Perception

Protective Factors

Higher values indicate stronger protection against AI displacement

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

27%

total discount

Continuous Mining Machine Operators

28%

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.

Continuous Mining Machine Operators

9 of 15 at risk
86%Conduct methane gas checks to ensure breathing quality of air.
61%Operate mining machines to gather coal and convey it to floors or shuttle cars.
61%Drive machines into position at working faces.
61%Move controls to start and regulate movement of conveyors and to start and position drill cutters or torches.
61%Reposition machines to make additional holes or cuts.

Wage Comparison

Continuous Mining Machine Operators earns +$16,490(+35%) vs Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
Crushing, Grinding, and Polishing Machine Setters, Operators, and TendersContinuous Mining Machine Operators
10th
$35,380$41,450
25th
$38,990$50,850
Median
$46,890$63,380
75th
$58,440$76,850
90th
$65,980$84,420

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders20282035
Continuous Mining Machine Operators20282035
20242030203520402045

Continuous Mining Machine Operators 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

Continuous Mining Machine Operators

$41,666

from $63,380

After adjusting for AI risk, Continuous Mining Machine Operators offers $14,306 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Crushing,

0

Unique to Continuous

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Social Intelligence
Decision Complexity
Crushing, Grinding, and Polishing Machine Setters, Operators, and TendersContinuous Mining Machine Operators