Takeover Tracker

Side-by-Side Comparison

MetricMine Cutting and Channeling Machine OperatorsMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score38.1%33.3%
Risk TierMedium RiskMedium Risk
Risk Percentile76th58th
Tasks at Risk (>50%)13 / 158 / 15
Median SalaryN/A$41,230
EmploymentN/A155K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Identifying Objects, Actions, and Events
Inspecting Equipment, Structures, or Material
Production and Processing
Monitor Processes, Materials, or Surroundings
Depth Perception
Repairing and Maintaining Mechanical Equipment
Repairing and Maintaining Electronic Equipment
Control Precision
CoordinationAI-Resistant
Response Orientation
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Mine Cutting and Channeling Machine Operators

28%

total discount

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Mine Cutting and Channeling Machine Operators

13 of 15 at risk
86%Monitor methane gas levels in mines to avoid carbon monoxide poisoning.
86%Signal that machine plow blades are properly positioned, using electronic buzzers or two-way radios.
86%Observe indicator lights and gauges, and listen to machine operation to detect binding or stoppage of tools or other equipment problems.
67%Press buttons to activate conveyor belts, and push or pull chain handles to regulate conveyor movement so that material can be moved or loaded into dinkey cars or dump trucks.
65%Drive mobile, truck-mounted, or track-mounted drilling or cutting machine in mines and quarries or on construction sites.

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

8 of 15 at risk
86%Observe meters and gauges to verify and record temperatures, pressures, and press-cycle times.
71%Read specifications, blueprints, and work orders to determine setups, temperatures, and time settings required to mold, form, or cast plastic materials, as well as to plan production sequences.
65%Measure and visually inspect products for surface and dimension defects to ensure conformance to specifications, using precision measuring instruments.
63%Observe continuous operation of automatic machines to ensure that products meet specifications and to detect jams or malfunctions, making adjustments as necessary.
61%Turn valves and dials of machines to regulate pressure, temperature, and speed and feed rates, and to set cycle times.

Wage Comparison

Mine Cutting and Channeling Machine OperatorsMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
10th
N/A$31,990
25th
N/A$36,290
Median
N/A$41,230
75th
N/A$49,100
90th
N/A$60,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Mine Cutting and Channeling Machine Operators20282035
Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic has a longer runway before significant displacement, projected 0 years later than Mine Cutting and Channeling Machine Operators.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Mine

0

Unique to Molding,

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Creativity
Fine Manipulation
Mine Cutting and Channeling Machine OperatorsMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic