Takeover Tracker

Side-by-Side Comparison

MetricContinuous Mining Machine OperatorsCutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score34.3%34.6%
Risk TierMedium RiskMedium Risk
Risk Percentile63th64th
Tasks at Risk (>50%)9 / 158 / 15
Median Salary$63,380$45,590
Employment14K174K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Education and Training
Making Decisions and Solving Problems
Hearing Sensitivity
Handling and Moving Objects
Coordinating the Work and Activities of Others
Repairing and Maintaining Mechanical Equipment
Repairing and Maintaining Electronic Equipment
Mechanical
Auditory Attention
Identifying Objects, Actions, and Events
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Continuous Mining Machine Operators

28%

total discount

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

24%

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.

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

8 of 15 at risk
86%Read work orders or production schedules to determine specifications, such as materials to be used, locations of cutting lines, or dimensions and tolerances.
84%Mark identifying data on workpieces.
67%Examine completed workpieces for defects, such as chipped edges or marred surfaces and sort defective pieces according to types of flaws.
65%Start machines, monitor their operations, and record operational data.
53%Set up, operate, or tend machines to saw, cut, shear, slit, punch, crimp, notch, bend, or straighten metal or plastic material.

Wage Comparison

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic earns -$17,790(-28%) vs Continuous Mining Machine Operators
Continuous Mining Machine OperatorsCutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$41,450$35,000
25th
$50,850$38,400
Median
$63,380$45,590
75th
$76,850$52,150
90th
$84,420$62,650

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Continuous Mining Machine Operators20282035
Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Continuous Mining Machine Operators has a longer runway before significant displacement, projected 0 years later than Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Continuous Mining Machine Operators

$41,666

from $63,380

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

$29,811

from $45,590

After adjusting for AI risk, Continuous Mining Machine Operators offers $11,855 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Continuous

0

Unique to Cutting,

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Decision Complexity
Fine Manipulation
Continuous Mining Machine OperatorsCutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic