Takeover Tracker

vs

55 shared · 10 different

core competencies

Side-by-Side Comparison

MetricPackaging and Filling Machine Operators and TendersEngine and Other Machine Assemblers
Risk Score47.5%38.2%
Risk TierMedium RiskMedium Risk
Risk Percentile95th76th
Tasks at Risk (>50%)13 / 158 / 12
Median Salary$40,900$52,540
Employment384K38K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Identifying Objects, Actions, and Events
Handling and Moving Objects
Monitor Processes, Materials, or Surroundings
Judging the Qualities of Things, Services, or People
Rate Control
Repairing and Maintaining Mechanical Equipment
Analyzing Data or Information
Mechanical
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Packaging and Filling Machine Operators and Tenders

26%

total discount

Engine and Other Machine Assemblers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Packaging and Filling Machine Operators and Tenders

13 of 15 at risk
87%Regulate machine flow, speed, or temperature.
86%Observe machine operations to ensure quality and conformity of filled or packaged products to standards.
84%Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.
69%Package the product in the form in which it will be sent out, for example, filling bags with flour from a chute or spout.
67%Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.

Engine and Other Machine Assemblers

8 of 12 at risk
84%Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.
63%Lay out and drill, ream, tap, or cut parts for assembly.
61%Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.
60%Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
59%Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.

Wage Comparison

Engine and Other Machine Assemblers earns +$11,640(+28%) vs Packaging and Filling Machine Operators and Tenders
Packaging and Filling Machine Operators and TendersEngine and Other Machine Assemblers
10th
$31,890$37,950
25th
$36,250$42,790
Median
$40,900$52,540
75th
$48,440$70,050
90th
$58,910$74,300

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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