Takeover Tracker

vs

55 shared · 16 different

core competencies

Side-by-Side Comparison

MetricMine Cutting and Channeling Machine OperatorsPourers and Casters, Metal
Risk Score38.1%37.7%
Risk TierMedium RiskMedium Risk
Risk Percentile76th74th
Tasks at Risk (>50%)13 / 155 / 15
Median SalaryN/A$48,940
EmploymentN/A6K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Operating Vehicles, Mechanized Devices, or Equipment
Production and Processing
Processing Information
Scheduling Work and Activities
Depth Perception
Identifying Objects, Actions, and Events
Hearing Sensitivity
Response Orientation
Repairing and Maintaining Mechanical Equipment
Education and Training
Reaction Time

Protective Factors

Higher values indicate stronger protection against AI displacement

Mine Cutting and Channeling Machine Operators

28%

total discount

Pourers and Casters, Metal

27%

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.

Pourers and Casters, Metal

5 of 15 at risk
84%Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications.
63%Examine molds to ensure they are clean, smooth, and properly coated.
61%Transport metal ingots to storage areas, using forklifts.
59%Stencil identifying information on ingots and pigs, using special hand tools.
51%Turn valves to circulate water through cores, or spray water on filled molds to cool and solidify metal.

Wage Comparison

Mine Cutting and Channeling Machine OperatorsPourers and Casters, Metal
10th
N/A$37,250
25th
N/A$41,410
Median
N/A$48,940
75th
N/A$59,850
90th
N/A$68,030

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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