Takeover Tracker

vs

60 shared · 9 different

core competencies

Side-by-Side Comparison

MetricMixing and Blending Machine Setters, Operators, and TendersPourers and Casters, Metal
Risk Score44.2%37.7%
Risk TierMedium RiskMedium Risk
Risk Percentile90th74th
Tasks at Risk (>50%)12 / 155 / 15
Median Salary$47,680$48,940
Employment101K6K

Skill Comparison

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Sorted by largest difference

Chemistry
Performing General Physical Activities
Scheduling Work and Activities
MathematicsAI-Vulnerable
Making Decisions and Solving Problems
Developing Objectives and Strategies
Production and Processing
Repairing and Maintaining Mechanical Equipment
Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Mixing and Blending Machine Setters, Operators, and Tenders

26%

total discount

Pourers and Casters, Metal

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Mixing and Blending Machine Setters, Operators, and Tenders

12 of 15 at risk
84%Observe production or monitor equipment to ensure safe and efficient operation.
78%Test samples of materials or products to ensure compliance with specifications, using test equipment.
65%Mix or blend ingredients by starting machines and mixing for specified times.
64%Read work orders to determine production specifications or information.
63%Weigh or measure materials, ingredients, or products to ensure conformance to requirements.

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 +$1,260(+3%) vs Mixing and Blending Machine Setters, Operators, and Tenders
Mixing and Blending Machine Setters, Operators, and TendersPourers and Casters, Metal
10th
$35,000$37,250
25th
$39,800$41,410
Median
$47,680$48,940
75th
$57,940$59,850
90th
$67,570$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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