Takeover Tracker

vs

52 shared · 39 different

core competencies

Side-by-Side Comparison

MetricFirst-Line Supervisors of Logging WorkersPourers and Casters, Metal
Risk Score32.6%37.7%
Risk TierMedium RiskMedium Risk
Risk Percentile54th74th
Tasks at Risk (>50%)5 / 135 / 15
Median Salary$59,330$48,940
Employment30K6K

Skill Comparison

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Sorted by largest difference

Management of Personnel Resources
Administration and Management
Operating Vehicles, Mechanized Devices, or Equipment
Coordinating the Work and Activities of Others
Transportation
Time Management
Complex Problem SolvingAI-Resistant
Problem Sensitivity
Inductive Reasoning
MonitoringAI-Augmented
Oral Expression
PersuasionAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Logging Workers

31%

total discount

Pourers and Casters, Metal

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

First-Line Supervisors of Logging Workers

5 of 13 at risk
87%Prepare production or personnel time records for management.
85%Schedule work crews, equipment, or transportation for several different work locations.
84%Plan or schedule logging operations, such as felling or bucking trees or grading, sorting, yarding, or loading logs.
84%Coordinate the selection and movement of logs from storage areas, according to transportation schedules or production requirements.
78%Coordinate dismantling, moving, and setting up equipment at new work 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

Pourers and Casters, Metal earns -$10,390(-18%) vs First-Line Supervisors of Logging Workers
First-Line Supervisors of Logging WorkersPourers and Casters, Metal
10th
$39,610$37,250
25th
$47,660$41,410
Median
$59,330$48,940
75th
$76,640$59,850
90th
$90,840$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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