Takeover Tracker

Side-by-Side Comparison

MetricMachine Feeders and OffbearersMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score51.3%33.3%
Risk TierHigh RiskMedium Risk
Risk Percentile98th58th
Tasks at Risk (>50%)11 / 138 / 15
Median Salary$39,700$41,230
Employment47K155K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Organizing, Planning, and Prioritizing Work
Operation and Control
Repairing and Maintaining Mechanical Equipment
Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Machine Feeders and Offbearers

22%

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

Machine Feeders and Offbearers

11 of 13 at risk
87%Record production and operational data, such as amount of materials processed.
87%Weigh or measure materials or products to ensure conformance to specifications.
87%Identify and mark materials, products, and samples, following instructions.
67%Add chemicals, solutions, or ingredients to machines or equipment as required by the manufacturing process.
65%Inspect materials and products for defects, and to ensure conformance to specifications.

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 +$1,530(+4%) vs Machine Feeders and Offbearers
Machine Feeders and OffbearersMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$31,480$31,990
25th
$36,020$36,290
Median
$39,700$41,230
75th
$48,220$49,100
90th
$57,010$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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