Takeover Tracker

vs

46 shared · 23 different

core competencies

Side-by-Side Comparison

MetricLogging Equipment OperatorsPourers and Casters, Metal
Risk Score20.1%37.7%
Risk TierLow RiskMedium Risk
Risk Percentile7th74th
Tasks at Risk (>50%)3 / 95 / 15
Median Salary$49,210$48,940
Employment23K6K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Controlling Machines and Processes
Repairing and Maintaining Mechanical Equipment
Establishing and Maintaining Interpersonal Relationships
Processing Information
Mechanical
Response Orientation
Reaction Time
Operation and Control
Depth Perception
Developing and Building Teams
Multilimb Coordination

Protective Factors

Higher values indicate stronger protection against AI displacement

Logging Equipment Operators

27%

total discount

Pourers and Casters, Metal

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Logging Equipment Operators

3 of 9 at risk
89%Calculate total board feet, cordage, or other wood measurement units, using conversion tables.
87%Grade logs according to characteristics such as knot size and straightness, and according to established industry or company standards.
87%Fill out required job or shift report forms.
45%Inspect equipment for safety prior to use, and perform necessary basic maintenance tasks.
13%Control hydraulic tractors equipped with tree clamps and booms to lift, swing, and bunch sheared trees.

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 -$270(-1%) vs Logging Equipment Operators
Logging Equipment OperatorsPourers and Casters, Metal
10th
$35,050$37,250
25th
$43,750$41,410
Median
$49,210$48,940
75th
$60,640$59,850
90th
$72,280$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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