Battery FEA Engineer
Core
Develop high-fidelity finite element analyses and multi-physics models to predict battery performance, validate against experimental data, and inform design decisions for Apple's portable electronic devices.
Role type
Senior IC Battery FEA Engineer
Builds
Battery systems for Apple's portable electronic devices
Domain
Consumer electronics / Battery engineering / Computational mechanics
Deliverable
production ML models
Required skills
Finite element analysis (FEA), Python programming, nonlinear constitutive modeling, coupled multi-physics modeling, automated workflow design, experimental validation, material characterization, high-performance computing (HPC)
Preferred skills
PhD, LS-DYNA, ANSYS, COMSOL, physics-based machine learning, surrogate modeling, reduced-order modeling, custom solver development, electrochemistry, energy storage systems
Technologies
Abaqus, LS-DYNA, ANSYS, COMSOL, Python
Responsibilities
Develop high-fidelity FEA to predict battery performance; Build coupled structural, mechanical, thermal, and electrochemical models; Design automated end-to-end simulation workflows; Validate model predictions against experimental data; Design novel test methods for material characterization; Scale simulation capabilities for concurrent product programs
Seniority
Senior, hands-on IC