Takeover Tracker

vs

42 shared · 12 different

core competencies

Side-by-Side Comparison

MetricHelpers--Production WorkersFurnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Risk Score39.5%45.4%
Risk TierMedium RiskMedium Risk
Risk Percentile79th92th
Tasks at Risk (>50%)11 / 1510 / 15
Median Salary$38,220$47,010
Employment167K16K

Skill Comparison

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Sorted by largest difference

Monitor Processes, Materials, or Surroundings
Making Decisions and Solving Problems
Coordinating the Work and Activities of Others
Operation Monitoring
Identifying Objects, Actions, and Events
Inspecting Equipment, Structures, or Material
Getting Information
Judging the Qualities of Things, Services, or People
Mechanical
Processing Information
Updating and Using Relevant Knowledge
Written Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Production Workers

23%

total discount

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

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Production Workers

11 of 15 at risk
86%Count finished products to determine if product orders are complete.
86%Measure amounts of products, lengths of extruded articles, or weights of filled containers to ensure conformance to specifications.
86%Mark or tag identification on parts.
86%Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions.
67%Examine products to verify conformance to quality standards.

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.

Wage Comparison

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders earns +$8,790(+23%) vs Helpers--Production Workers
Helpers--Production WorkersFurnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
10th
$30,060$35,010
25th
$34,390$39,250
Median
$38,220$47,010
75th
$44,980$57,840
90th
$52,120$66,190

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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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Helpers--Production Workers: Not yetFurnace, Kiln, Oven, Drier, and Kettle Operators and Tenders: Not yet