Takeover Tracker

vs

59 shared · 19 different

core competencies

Side-by-Side Comparison

MetricCooling and Freezing Equipment Operators and TendersPackaging and Filling Machine Operators and Tenders
Risk Score43.0%47.5%
Risk TierMedium RiskMedium Risk
Risk Percentile87th95th
Tasks at Risk (>50%)13 / 1513 / 15
Median Salary$40,160$40,900
Employment7K384K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Documenting/Recording Information
Food Production
Repairing and Maintaining Mechanical Equipment
Customer and Personal Service
Repairing and Maintaining Electronic Equipment
Thinking Creatively
Critical ThinkingAI-Augmented
Analyzing Data or Information
Operation and Control
Complex Problem SolvingAI-Resistant
Performing General Physical Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooling and Freezing Equipment Operators and Tenders

28%

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

Cooling and Freezing Equipment Operators and Tenders

13 of 15 at risk
86%Record temperatures, amounts of materials processed, or test results on report forms.
84%Sample and test product characteristics such as specific gravity, acidity, and sugar content, using hydrometers, pH meters, or refractometers.
69%Weigh packages and adjust freezer air valves or switches on filler heads to obtain specified amounts of product in each container.
67%Monitor pressure gauges, ammeters, flowmeters, thermometers, or products, and adjust controls to maintain specified conditions, such as feed rate, product consistency, temperature, air pressure, and machine speed.
67%Read dials and gauges on panel control boards to ascertain temperatures, alkalinities, and densities of mixtures, and turn valves to obtain specified mixtures.

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 +$740(+2%) vs Cooling and Freezing Equipment Operators and Tenders
Cooling and Freezing Equipment Operators and TendersPackaging and Filling Machine Operators and Tenders
10th
$33,710$31,890
25th
$36,150$36,250
Median
$40,160$40,900
75th
$49,150$48,440
90th
$62,760$58,910

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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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