Takeover Tracker

Side-by-Side Comparison

MetricPackaging and Filling Machine Operators and TendersExtruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
Risk Score47.5%39.4%
Risk TierMedium RiskMedium Risk
Risk Percentile95th79th
Tasks at Risk (>50%)13 / 158 / 15
Median Salary$40,900$44,980
Employment384K15K

Skill Comparison

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Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Making Decisions and Solving Problems
Performing General Physical Activities
Repairing and Maintaining Electronic Equipment
Controlling Machines and Processes
Public Safety and Security
Customer and Personal Service
Communicating with Supervisors, Peers, or Subordinates
Repairing
Production and Processing

Protective Factors

Higher values indicate stronger protection against AI displacement

Packaging and Filling Machine Operators and Tenders

26%

total discount

Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

8 of 15 at risk
86%Record details of machine malfunctions.
86%Observe machine operations, control boards, and gauges to detect malfunctions such as clogged bushings and defective binder applicators.
63%Press buttons to stop machines when processes are complete or when malfunctions are detected.
57%Start metering pumps and observe operation of machines and equipment to ensure continuous flow of filaments extruded through spinnerettes and to detect processing defects.
53%Turn rheostats to obtain specified temperatures in electric furnaces where glass is melted.

Wage Comparison

Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers earns +$4,080(+10%) vs Packaging and Filling Machine Operators and Tenders
Packaging and Filling Machine Operators and TendersExtruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
10th
$31,890$35,590
25th
$36,250$38,990
Median
$40,900$44,980
75th
$48,440$54,690
90th
$58,910$63,650

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Packaging and Filling Machine Operators and Tenders20282035
Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers20282035
20242030203520402045

Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers 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%)

Packaging and Filling Machine Operators and Tenders

$21,489

from $40,900

Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

$27,280

from $44,980

After adjusting for AI risk, Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers offers $5,792 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Packaging

0

Unique to Extruding

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Decision Complexity
Social Intelligence
Packaging and Filling Machine Operators and TendersExtruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers