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Set up and run FEM analyses: linear/nonlinear static, modal transient, random, frequency response, explicit, durability.
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Analyze vibrational behavior, derive FRFs, and interpret mode shapes to optimize performance.
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Apply DOE, response surfaces, optimization, and uncertainty analyses to explore design space and quantify risk.
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Plan and perform tests for model correlation and validation.
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Partner with test teams on accelerated life testing, translating field data into test requirements and simulation inputs.
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Script pre/post-processing (Python, MATLAB) to scale studies and improve modeling quality.
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Document standards, templates, and best practices; propose new methods to capture physics and speed up iteration.
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Work closely with product development, manufacturing, supplier quality, and production teams, guiding decisions with technical data.
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Deliver clear reports and presentations explaining assumptions, modeling choices, limitations, and design implications.