Takeover Tracker

Side-by-Side Comparison

MetricInspectors, Testers, Sorters, Samplers, and WeighersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score31.9%41.6%
Risk TierMedium RiskMedium Risk
Risk Percentile50th84th
Tasks at Risk (>50%)12 / 157 / 15
Median Salary$47,460$48,310
Employment591K14K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Mechanical
Reaction Time
Identifying Objects, Actions, and Events
Judging the Qualities of Things, Services, or People
Control Precision
Communicating with Supervisors, Peers, or Subordinates
Oral Expression
Inspecting Equipment, Structures, or Material
Operation and Control
Multilimb Coordination

Protective Factors

Higher values indicate stronger protection against AI displacement

Inspectors, Testers, Sorters, Samplers, and Weighers

24%

total discount

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Inspectors, Testers, Sorters, Samplers, and Weighers

12 of 15 at risk
88%Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.
88%Read dials or meters to verify that equipment is functioning at specified levels.
88%Write test or inspection reports describing results, recommendations, or needed repairs.
86%Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.
65%Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

7 of 15 at risk
88%Compute dimensions, tolerances, and angles of workpieces or machines, according to specifications and knowledge of metal properties and shop mathematics.
88%Record production output.
86%Select cutting speeds, feed rates, and depths of cuts, applying knowledge of metal properties and shop mathematics.
84%Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations.
57%Observe milling or planing machine operation and adjust controls to ensure conformance with specified tolerances.

Wage Comparison

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic earns +$850(+2%) vs Inspectors, Testers, Sorters, Samplers, and Weighers
Inspectors, Testers, Sorters, Samplers, and WeighersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$34,590$36,810
25th
$38,740$41,650
Median
$47,460$48,310
75th
$59,970$61,290
90th
$75,510$75,000

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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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