Takeover Tracker
34%medium risk
Continuous Mining Machine Operators
vs

65 shared · 10 different

core competencies

43%medium risk
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

Side-by-Side Comparison

MetricContinuous Mining Machine OperatorsExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
Risk Score34.3%42.9%
Risk TierMedium RiskMedium Risk
Risk Percentile63th87th
Tasks at Risk (>50%)9 / 158 / 15
Median Salary$63,380$45,130
Employment14K57K

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Documenting/Recording Information
Mechanical
Processing Information
Control Precision
Education and Training
Repairing and Maintaining Mechanical Equipment
Making Decisions and Solving Problems
Equipment MaintenanceAI-Resistant
Multilimb Coordination

Protective Factors

Higher values indicate stronger protection against AI displacement

Continuous Mining Machine Operators

28%

total discount

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

8 of 15 at risk
87%Notify supervisors when extruded filaments fail to meet standards.
87%Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced.
86%Monitor machine operations and observe lights and gauges to detect malfunctions.
85%Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.
85%Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines.

Wage Comparison

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders earns -$18,250(-29%) vs Continuous Mining Machine Operators
Continuous Mining Machine OperatorsExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
10th
$41,450$34,790
25th
$50,850$38,410
Median
$63,380$45,130
75th
$76,850$51,970
90th
$84,420$64,660

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Continuous Mining Machine Operators2028–2035
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders2028–2035
20242030203520402045

Continuous Mining Machine Operators has a longer runway before significant displacement, projected 0 years later than Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders.

Risk-Adjusted Salary

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

Continuous Mining Machine Operators

$41,666

from $63,380

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

$25,774

from $45,130

After adjusting for AI risk, Continuous Mining Machine Operators offers $15,892 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Continuous

0

Unique to Extruding,

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Social Intelligence
Fine Manipulation
Continuous Mining Machine OperatorsExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
Find transitions from Continuous Mining Machine OperatorsFind transitions from Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders