Takeover Tracker

vs

65 shared · 11 different

core competencies

Side-by-Side Comparison

MetricCooling and Freezing Equipment Operators and TendersPaper Goods Machine Setters, Operators, and Tenders
Risk Score43.0%37.5%
Risk TierMedium RiskMedium Risk
Risk Percentile87th74th
Tasks at Risk (>50%)13 / 157 / 15
Median Salary$40,160$49,390
Employment7K97K

Skill Comparison

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Sorted by largest difference

Documenting/Recording Information
Operating Vehicles, Mechanized Devices, or Equipment
Interacting With Computers
Repairing and Maintaining Electronic Equipment
Repairing and Maintaining Mechanical Equipment
Customer and Personal Service
Evaluating Information to Determine Compliance with Standards
Repairing
Administration and Management
Performing General Physical Activities
Interpreting the Meaning of Information for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooling and Freezing Equipment Operators and Tenders

28%

total discount

Paper Goods Machine Setters, 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.

Paper Goods Machine Setters, Operators, and Tenders

7 of 15 at risk
61%Stamp products with information such as dates, using hand stamps or automatic stamping devices.
61%Remove finished cores, and stack or place them on conveyors for transfer to other work areas.
59%Start machines and move controls to regulate tension on pressure rolls, to synchronize speed of machine components, and to adjust temperatures of glue or paraffin.
57%Examine completed work to detect defects and verify conformance to work orders, and adjust machinery as necessary to correct production problems.
57%Observe operation of various machines to detect and correct machine malfunctions such as improper forming, glue flow, or pasteboard tension.

Wage Comparison

Paper Goods Machine Setters, Operators, and Tenders earns +$9,230(+23%) vs Cooling and Freezing Equipment Operators and Tenders
Cooling and Freezing Equipment Operators and TendersPaper Goods Machine Setters, Operators, and Tenders
10th
$33,710$36,610
25th
$36,150$43,520
Median
$40,160$49,390
75th
$49,150$59,220
90th
$62,760$68,640

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Head-to-head task automation timeline
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Combined protective factor strategy
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