Takeover Tracker
40%medium risk
Coil Winders, Tapers, and Finishers
vs

49 shared · 9 different

core competencies

47%medium risk
Packaging and Filling Machine Operators and Tenders

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

|

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Coil Winders, Tapers, and Finishers2028–2035
Packaging and Filling Machine Operators and Tenders2028–2035
20242030203520402045

Coil Winders, Tapers, and Finishers has a longer runway before significant displacement, projected 0 years later than Packaging and Filling Machine Operators and Tenders.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Coil Winders, Tapers, and Finishers

$28,503

from $47,260

Packaging and Filling Machine Operators and Tenders

$21,489

from $40,900

After adjusting for AI risk, Coil Winders, Tapers, and Finishers offers $7,014 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Coil

0

Unique to Packaging

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity
Social Intelligence
Regulatory Barriers
Decision Complexity
Coil Winders, Tapers, and FinishersPackaging and Filling Machine Operators and Tenders
Find transitions from Coil Winders, Tapers, and FinishersFind transitions from Packaging and Filling Machine Operators and Tenders