Takeover Tracker

Side-by-Side Comparison

MetricFurnace, Kiln, Oven, Drier, and Kettle Operators and TendersPaper Goods Machine Setters, Operators, and Tenders
Risk Score45.4%37.5%
Risk TierMedium RiskMedium Risk
Risk Percentile92th74th
Tasks at Risk (>50%)10 / 157 / 15
Median Salary$47,010$49,390
Employment16K97K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Identifying Objects, Actions, and Events
Making Decisions and Solving Problems
Establishing and Maintaining Interpersonal Relationships
Analyzing Data or Information
Coaching and Developing Others
Processing Information
Performing General Physical Activities
Developing and Building Teams

Protective Factors

Higher values indicate stronger protection against AI displacement

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

25%

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

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

10 of 15 at risk
88%Record gauge readings, test results, and shift production in log books.
87%Calculate amounts of materials to be loaded into furnaces, adjusting amounts as necessary for specific conditions.
86%Monitor equipment operation, gauges, and panel lights to detect deviations from standards.
86%Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules.
85%Melt or refine metal before casting, calculating required temperatures, and observe metal color, adjusting controls as necessary to maintain required temperatures.

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 +$2,380(+5%) vs Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersPaper Goods Machine Setters, Operators, and Tenders
10th
$35,010$36,610
25th
$39,250$43,520
Median
$47,010$49,390
75th
$57,840$59,220
90th
$66,190$68,640

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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