Senior Battery Cell Modeling Scientist - Simulation
Core
Building mathematical simulation models (physical and data-driven) to predict Li-ion/Li-metal battery performance, lifetime, and safety under various working conditions.
Role type
Senior IC battery cell modeling scientist (simulation)
Builds
Predictive models for battery performance, lifetime decay, electrochemical/thermal response, and safety behavior
Domain
Energy storage / Electrochemistry / Battery simulation
Deliverable
production ML models | production ML models
Required skills
Cell electrochemistry (P2D), thermal and mechanical modeling, simulation parameter measurement, COMSOL, Ansys, PyBaMM, data-driven modeling (statistical analysis, machine learning, AI), Python, Matlab
Preferred skills
None stated
Technologies
COMSOL, Ansys, PyBaMM, Python, Matlab
Responsibilities
Build cell mathematical simulation models (physical and data-driven) to predict battery performance; Design and advance experiments to obtain parameters/data required for models; Work with cross-functional teams to develop, deploy, test, and maintain models; Establish a standardized process for cell physical modeling; Provide documentation related to model and algorithm development; Work with the battery team to determine and achieve battery performance life goals
Seniority
Senior, hands-on IC