Takeover Tracker

vs

59 shared · 4 different

core competencies

Side-by-Side Comparison

MetricPourers and Casters, MetalPackaging and Filling Machine Operators and Tenders
Risk Score37.7%47.5%
Risk TierMedium RiskMedium Risk
Risk Percentile74th95th
Tasks at Risk (>50%)5 / 1513 / 15
Median Salary$48,940$40,900
Employment6K384K

Skill Comparison

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Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Inspecting Equipment, Structures, or Material
Production and Processing
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Pourers and Casters, Metal

27%

total discount

Packaging and Filling Machine Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Packaging and Filling Machine Operators and Tenders

13 of 15 at risk
87%Regulate machine flow, speed, or temperature.
86%Observe machine operations to ensure quality and conformity of filled or packaged products to standards.
84%Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.
69%Package the product in the form in which it will be sent out, for example, filling bags with flour from a chute or spout.
67%Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.

Wage Comparison

Packaging and Filling Machine Operators and Tenders earns -$8,040(-16%) vs Pourers and Casters, Metal
Pourers and Casters, MetalPackaging and Filling Machine Operators and Tenders
10th
$37,250$31,890
25th
$41,410$36,250
Median
$48,940$40,900
75th
$59,850$48,440
90th
$68,030$58,910

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Head-to-head task automation timeline
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