Takeover Tracker

vs

53 shared · 22 different

core competencies

Side-by-Side Comparison

MetricContinuous Mining Machine OperatorsPourers and Casters, Metal
Risk Score34.3%37.7%
Risk TierMedium RiskMedium Risk
Risk Percentile63th74th
Tasks at Risk (>50%)9 / 155 / 15
Median Salary$63,380$48,940
Employment14K6K

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Law and Government
Controlling Machines and Processes
Documenting/Recording Information
Mechanical
Processing Information
Hearing Sensitivity
Depth Perception
Response Orientation
Reaction Time
Making Decisions and Solving Problems
Repairing and Maintaining Mechanical Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Continuous Mining 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

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.

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

Pourers and Casters, Metal earns -$14,440(-23%) vs Continuous Mining Machine Operators
Continuous Mining Machine OperatorsPourers and Casters, Metal
10th
$41,450$37,250
25th
$50,850$41,410
Median
$63,380$48,940
75th
$76,850$59,850
90th
$84,420$68,030

Unlock the Complete Head-to-Head Analysis

Subscribe to both occupations to unlock exclusive comparison data you can't get anywhere else.

Head-to-head task automation timeline
"Which is right for me?" personalized recommendation
Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
PDF export of full comparison
Continuous Mining Machine Operators: Not yetPourers and Casters, Metal: Not yet