Takeover Tracker

vs

61 shared · 31 different

core competencies

Side-by-Side Comparison

MetricFirst-Line Supervisors of Logging WorkersMetal-Refining Furnace Operators and Tenders
Risk Score32.6%44.2%
Risk TierMedium RiskMedium Risk
Risk Percentile54th90th
Tasks at Risk (>50%)5 / 137 / 15
Median Salary$59,330$55,770
Employment30K20K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Monitoring and Controlling Resources
Transportation
Management of Personnel Resources
Repairing and Maintaining Mechanical Equipment
CoordinationAI-Resistant
Controlling Machines and Processes
Resolving Conflicts and Negotiating with Others
Time Management
Oral Expression
Inductive Reasoning
Oral Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Logging Workers

31%

total discount

Metal-Refining Furnace Operators and Tenders

26%

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.

Metal-Refining Furnace Operators and Tenders

7 of 15 at risk
88%Record production data, and maintain production logs.
84%Observe air and temperature gauges or metal color and fluidity, and turn fuel valves or adjust controls to maintain required temperatures.
84%Observe operations inside furnaces, using television screens, to ensure that problems do not occur.
74%Draw smelted metal samples from furnaces or kettles for analysis, and calculate types and amounts of materials needed to ensure that materials meet specifications.
67%Regulate supplies of fuel and air, or control flow of electric current and water coolant to heat furnaces and adjust temperatures.

Wage Comparison

Metal-Refining Furnace Operators and Tenders earns -$3,560(-6%) vs First-Line Supervisors of Logging Workers
First-Line Supervisors of Logging WorkersMetal-Refining Furnace Operators and Tenders
10th
$39,610$38,760
25th
$47,660$46,550
Median
$59,330$55,770
75th
$76,640$65,070
90th
$90,840$80,280

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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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First-Line Supervisors of Logging Workers: Not yetMetal-Refining Furnace Operators and Tenders: Not yet