Senior Cell Modeling & Analytics Engineer
Core
Develop predictive models and data analytics to drive cell design, performance optimization, and life prediction for sodium-ion battery cells.
Role type
Senior IC battery modeling and data analytics engineer
Builds
Predictive models for battery life, thermal behavior, and performance; data-driven insights for cell design
Domain
Energy storage / Sodium-ion battery technology
Deliverable
production ML models | product features
Required skills
Battery life modeling, thermal and heat-generation modeling, equivalent circuit modeling (ECM), physics-based electrochemical modeling (Doyle-Fuller-Newman), 3D battery modeling, large-scale data analysis, Python programming, statistical modeling, machine learning
Preferred skills
PhD in Engineering/Chemistry/Materials Science, simulation of battery materials/electrodes/cells, experience with COMSOL/GT-AutoLion/PyBaMM/Simulink, 3D coupled electrochemical-thermal-mechanical simulation, dQ/dV fitting, EIS modeling
Technologies
Python, COMSOL, GT-AutoLion, PyBaMM, Simulink
Responsibilities
Develop and validate battery life models; characterize thermal behavior under operating and abuse conditions; build and parameterize ECMs for SOC/SOH estimation; develop physics-based electrochemical models; build 3D battery models for spatially resolved simulation; analyze large datasets to identify trends and anomalies; create reports, visualizations, and dashboards; assist in root-cause analysis of battery failures
Seniority
Senior, hands-on IC