Takeover Tracker

vs

52 shared · 3 different

core competencies

Side-by-Side Comparison

MetricMolding and Casting WorkersEngine and Other Machine Assemblers
Risk Score37.0%38.2%
Risk TierMedium RiskMedium Risk
Risk Percentile72th76th
Tasks at Risk (>50%)8 / 158 / 12
Median Salary$45,690$52,540
Employment35K38K

Skill Comparison

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Sorted by largest difference

Mechanical
Customer and Personal Service
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Molding and Casting Workers

25%

total discount

Engine and Other Machine Assemblers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Molding and Casting Workers

8 of 15 at risk
86%Read work orders or examine parts to determine parts or sections of products to be produced.
86%Set the proper operating temperature for each casting.
86%Select sizes and types of molds according to instructions.
61%Engrave or stamp identifying symbols, letters, or numbers on products.
57%Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.

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 +$6,850(+15%) vs Molding and Casting Workers
Molding and Casting WorkersEngine and Other Machine Assemblers
10th
$34,950$37,950
25th
$38,500$42,790
Median
$45,690$52,540
75th
$51,340$70,050
90th
$61,050$74,300

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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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