Takeover Tracker

vs

45 shared · 8 different

core competencies

Side-by-Side Comparison

MetricMachine Feeders and OffbearersMixing and Blending Machine Setters, Operators, and Tenders
Risk Score51.3%44.2%
Risk TierHigh RiskMedium Risk
Risk Percentile98th90th
Tasks at Risk (>50%)11 / 1312 / 15
Median Salary$39,700$47,680
Employment47K101K

Skill Comparison

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Sorted by largest difference

Inspecting Equipment, Structures, or Material
Operating Vehicles, Mechanized Devices, or Equipment
Monitor Processes, Materials, or Surroundings
Operation and Control
Visual Color Discrimination
Production and Processing
Training and Teaching Others
Response Orientation

Protective Factors

Higher values indicate stronger protection against AI displacement

Machine Feeders and Offbearers

22%

total discount

Mixing and Blending Machine Setters, Operators, and Tenders

26%

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.

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.

Wage Comparison

Mixing and Blending Machine Setters, Operators, and Tenders earns +$7,980(+20%) vs Machine Feeders and Offbearers
Machine Feeders and OffbearersMixing and Blending Machine Setters, Operators, and Tenders
10th
$31,480$35,000
25th
$36,020$39,800
Median
$39,700$47,680
75th
$48,220$57,940
90th
$57,010$67,570

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Head-to-head task automation timeline
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Combined protective factor strategy
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