Takeover Tracker

Side-by-Side Comparison

MetricHelpers--Production WorkersMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score39.5%33.3%
Risk TierMedium RiskMedium Risk
Risk Percentile79th58th
Tasks at Risk (>50%)11 / 158 / 15
Median Salary$38,220$41,230
Employment167K155K

Skill Comparison

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Sorted by largest difference

Performing General Physical Activities
Operation Monitoring
Mechanical
Operation and Control
Controlling Machines and Processes
Rate Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Production Workers

23%

total discount

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

25%

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.

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

8 of 15 at risk
86%Observe meters and gauges to verify and record temperatures, pressures, and press-cycle times.
71%Read specifications, blueprints, and work orders to determine setups, temperatures, and time settings required to mold, form, or cast plastic materials, as well as to plan production sequences.
65%Measure and visually inspect products for surface and dimension defects to ensure conformance to specifications, using precision measuring instruments.
63%Observe continuous operation of automatic machines to ensure that products meet specifications and to detect jams or malfunctions, making adjustments as necessary.
61%Turn valves and dials of machines to regulate pressure, temperature, and speed and feed rates, and to set cycle times.

Wage Comparison

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic earns +$3,010(+8%) vs Helpers--Production Workers
Helpers--Production WorkersMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$30,060$31,990
25th
$34,390$36,290
Median
$38,220$41,230
75th
$44,980$49,100
90th
$52,120$60,110

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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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