Takeover Tracker

37%medium risk
Machinists
vs

44 shared · 9 different

core competencies

Side-by-Side Comparison

MetricMachinistsMolding and Casting Workers
Risk Score36.8%37.0%
Risk TierMedium RiskMedium Risk
Risk Percentile71th72th
Tasks at Risk (>50%)9 / 158 / 15
Median Salary$56,150$45,690
Employment299K35K

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Mechanical
Design
Handling and Moving Objects
Performing General Physical Activities
Static Strength
Controlling Machines and Processes
Thinking Creatively
Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Machinists

26%

total discount

Molding and Casting Workers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Machinists

9 of 15 at risk
86%Program computers or electronic instruments, such as numerically controlled machine tools.
84%Study sample parts, blueprints, drawings, or engineering information to determine methods or sequences of operations needed to fabricate products.
70%Calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.
63%Monitor the feed and speed of machines during the machining process.
57%Measure, examine, or test completed units to check for defects and ensure conformance to specifications, using precision instruments, such as micrometers.

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.

Wage Comparison

Molding and Casting Workers earns -$10,460(-19%) vs Machinists
MachinistsMolding and Casting Workers
10th
$38,100$34,950
25th
$46,250$38,500
Median
$56,150$45,690
75th
$64,910$51,340
90th
$78,760$61,050

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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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