Takeover Tracker

vs

49 shared · 9 different

core competencies

Side-by-Side Comparison

MetricCoil Winders, Tapers, and FinishersPackaging and Filling Machine Operators and Tenders
Risk Score39.7%47.5%
Risk TierMedium RiskMedium Risk
Risk Percentile79th95th
Tasks at Risk (>50%)4 / 1113 / 15
Median Salary$47,260$40,900
Employment12K384K

Skill Comparison

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Sorted by largest difference

Administration and Management
Design
English Language
Public Safety and Security
MathematicsAI-Vulnerable
Thinking Creatively
Education and Training
Rate Control
Handling and Moving Objects

Protective Factors

Higher values indicate stronger protection against AI displacement

Coil Winders, Tapers, and Finishers

25%

total discount

Packaging and Filling Machine Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Coil Winders, Tapers, and Finishers

4 of 11 at risk
88%Record production and operational data on specified forms.
86%Review work orders and specifications to determine materials needed and types of parts to be processed.
76%Examine and test wired electrical components such as motors, armatures, and stators, using measuring devices, and record test results.
51%Operate or tend wire-coiling machines to wind wire coils used in electrical components such as resistors and transformers, and in electrical equipment and instruments such as bobbins and generators.
49%Select and load materials such as workpieces, objects, and machine parts onto equipment used in coiling processes.

Packaging and Filling Machine Operators and Tenders

13 of 15 at risk
87%Regulate machine flow, speed, or temperature.
86%Observe machine operations to ensure quality and conformity of filled or packaged products to standards.
84%Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.
69%Package the product in the form in which it will be sent out, for example, filling bags with flour from a chute or spout.
67%Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.

Wage Comparison

Packaging and Filling Machine Operators and Tenders earns -$6,360(-13%) vs Coil Winders, Tapers, and Finishers
Coil Winders, Tapers, and FinishersPackaging and Filling Machine Operators and Tenders
10th
$35,180$31,890
25th
$39,380$36,250
Median
$47,260$40,900
75th
$57,800$48,440
90th
$62,790$58,910

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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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