Takeover Tracker

Side-by-Side Comparison

MetricPackaging and Filling Machine Operators and TendersForging Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score47.5%35.5%
Risk TierMedium RiskMedium Risk
Risk Percentile95th67th
Tasks at Risk (>50%)13 / 153 / 13
Median Salary$40,900$49,240
Employment384K9K

Skill Comparison

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Sorted by largest difference

Engineering and Technology
Controlling Machines and Processes
Processing Information
Estimating the Quantifiable Characteristics of Products, Events, or Information
Design
Public Safety and Security
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Packaging and Filling Machine Operators and Tenders

26%

total discount

Forging Machine Setters, Operators, and Tenders, Metal and Plastic

26%

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.

Forging Machine Setters, Operators, and Tenders, Metal and Plastic

3 of 13 at risk
84%Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup.
80%Start machines to produce sample workpieces, and observe operations to detect machine malfunctions and to verify that machine setups conform to specifications.
61%Measure and inspect machined parts to ensure conformance to product specifications.
49%Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions.
49%Set up, operate, or tend presses and forging machines to perform hot or cold forging by flattening, straightening, bending, cutting, piercing, or other operations to taper, shape, or form metal.

Wage Comparison

Forging Machine Setters, Operators, and Tenders, Metal and Plastic earns +$8,340(+20%) vs Packaging and Filling Machine Operators and Tenders
Packaging and Filling Machine Operators and TendersForging Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$31,890$35,150
25th
$36,250$41,350
Median
$40,900$49,240
75th
$48,440$59,270
90th
$58,910$69,540

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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