Battery Cell Electrochemistry Analysis Engineer
- Battery Modeling & Simulation
- Develop, maintain, and calibrate physiochemical, electrochemical, thermal, mechanical, and safety models for current and future battery chemistries.
- Use COMSOL, MATLAB/SIMULINK, SABER, Python, and PyBaMM to implement multi-scale and multi-dimensional cell models.
- Collaborate with test teams to enhance test protocols to support model development
- Participate in development of material test methods and provide electrochemical parameter database
- Incorporate cell performance variation, aging mechanisms, and thermal behavior into simulation frameworks
- Document models, assumptions, and intended model usage
- Support electric vehicle execution by releasing models integrated into full vehicle co-sims supporting calibration, diagnostics, battery state estimation, controls development and warranty
- Develop methods to gain data insights applying statistics and machine learning to cell performance data
- Improve analysis efficiency by applying variation and statistical methods paired with ML learning
- BSE Chemical, Electrical, Computer Science, or Mechanical Engineering Required; Chemical Engineering preferred. Computer Science
- Strong understanding of modeling processes and tools especially physics based degradation mechanisms and transport phenomena
- 5+ years of experience in industry executing battery modeling & analysis
- Advanced degree (MS or greater) in Chemical Engineering, Electrochemical Engineering, Materials Engineering, Mechanical Engineering, or Electrical Engineering preferred.
- Solid understanding and working knowledge of fundamental physics, equations and numerical methods underpinning all software used
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