Takeover Tracker

vs

42 shared · 15 different

core competencies

Side-by-Side Comparison

MetricHelpers--Production WorkersPourers and Casters, Metal
Risk Score39.5%37.7%
Risk TierMedium RiskMedium Risk
Risk Percentile79th74th
Tasks at Risk (>50%)11 / 155 / 15
Median Salary$38,220$48,940
Employment167K6K

Skill Comparison

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Sorted by largest difference

Inspecting Equipment, Structures, or Material
Monitor Processes, Materials, or Surroundings
Scheduling Work and Activities
Making Decisions and Solving Problems
Developing Objectives and Strategies
Training and Teaching Others
Public Safety and Security
Education and Training
Judgment and Decision MakingAI-Augmented
Handling and Moving Objects
Equipment MaintenanceAI-Resistant
Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Production Workers

23%

total discount

Pourers and Casters, Metal

27%

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.

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 +$10,720(+28%) vs Helpers--Production Workers
Helpers--Production WorkersPourers and Casters, Metal
10th
$30,060$37,250
25th
$34,390$41,410
Median
$38,220$48,940
75th
$44,980$59,850
90th
$52,120$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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