Takeover Tracker

vs

50 shared · 8 different

core competencies

Side-by-Side Comparison

MetricFurnace, Kiln, Oven, Drier, and Kettle Operators and TendersGrinding and Polishing Workers, Hand
Risk Score45.4%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile92th75th
Tasks at Risk (>50%)10 / 156 / 15
Median Salary$47,010$41,690
Employment16K12K

Skill Comparison

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Sorted by largest difference

Identifying Objects, Actions, and Events
Coordinating the Work and Activities of Others
Finger Dexterity
Equipment MaintenanceAI-Resistant
Manual DexterityAI-Resistant
Visual Color Discrimination
Arm-Hand Steadiness
Troubleshooting

Protective Factors

Higher values indicate stronger protection against AI displacement

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

25%

total discount

Grinding and Polishing Workers, Hand

25%

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.

Grinding and Polishing Workers, Hand

6 of 15 at risk
89%Record product and processing data on specified forms.
85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.
81%Mark defects, such as knotholes, cracks, and splits, for repair.
77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.
77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

Wage Comparison

Grinding and Polishing Workers, Hand earns -$5,320(-11%) vs Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersGrinding and Polishing Workers, Hand
10th
$35,010$32,120
25th
$39,250$36,660
Median
$47,010$41,690
75th
$57,840$48,410
90th
$66,190$57,250

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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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