Takeover Tracker

vs

47 shared · 10 different

core competencies

Side-by-Side Comparison

MetricCleaning, Washing, and Metal Pickling Equipment Operators and TendersPourers and Casters, Metal
Risk Score46.0%37.7%
Risk TierMedium RiskMedium Risk
Risk Percentile93th74th
Tasks at Risk (>50%)6 / 115 / 15
Median Salary$41,460$48,940
Employment14K6K

Skill Comparison

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Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships
Public Safety and Security
Mechanical
Developing Objectives and Strategies
Documenting/Recording Information
Visual Color Discrimination
Education and Training
Equipment MaintenanceAI-Resistant
Thinking Creatively
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

25%

total discount

Pourers and Casters, Metal

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

6 of 11 at risk
88%Record gauge readings, materials used, processing times, or test results in production logs.
85%Observe machine operations, gauges, or thermometers, and adjust controls to maintain specified conditions.
85%Set controls to regulate temperature and length of cycles, and start conveyors, pumps, agitators, and machines.
74%Draw samples for laboratory analysis, or test solutions for conformance to specifications, such as acidity or specific gravity.
53%Examine and inspect machines to detect malfunctions.

Pourers and Casters, Metal

5 of 15 at risk
84%Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications.
63%Examine molds to ensure they are clean, smooth, and properly coated.
61%Transport metal ingots to storage areas, using forklifts.
59%Stencil identifying information on ingots and pigs, using special hand tools.
51%Turn valves to circulate water through cores, or spray water on filled molds to cool and solidify metal.

Wage Comparison

Pourers and Casters, Metal earns +$7,480(+18%) vs Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
Cleaning, Washing, and Metal Pickling Equipment Operators and TendersPourers and Casters, Metal
10th
$32,770$37,250
25th
$37,140$41,410
Median
$41,460$48,940
75th
$48,280$59,850
90th
$56,590$68,030

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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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