Takeover Tracker

vs

55 shared · 10 different

core competencies

Side-by-Side Comparison

MetricEngine and Other Machine AssemblersPackaging and Filling Machine Operators and Tenders
Risk Score38.2%47.5%
Risk TierMedium RiskMedium Risk
Risk Percentile76th95th
Tasks at Risk (>50%)8 / 1213 / 15
Median Salary$52,540$40,900
Employment38K384K

Skill Comparison

|

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

Engine and Other Machine Assemblers

26%

total discount

Packaging and Filling Machine Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Packaging and Filling Machine Operators and Tenders earns -$11,640(-22%) vs Engine and Other Machine Assemblers
Engine and Other Machine AssemblersPackaging and Filling Machine Operators and Tenders
10th
$37,950$31,890
25th
$42,790$36,250
Median
$52,540$40,900
75th
$70,050$48,440
90th
$74,300$58,910

Unlock the Complete Head-to-Head Analysis

Subscribe to both occupations to unlock exclusive comparison data you can't get anywhere else.

Head-to-head task automation timeline
"Which is right for me?" personalized recommendation
Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
PDF export of full comparison
Engine and Other Machine Assemblers: Not yetPackaging and Filling Machine Operators and Tenders: Not yet