Battery Modelling and Algorithm Engineer
1 day ago
REQ ID – 33710903
ROLE – Battery Modelling and Algorithm Engineer
LOCATION – Cupertino - Onsite
MAIN SKILLS – understanding of Li-ion battery modeling, detailed battery modeling and electrochemistry, battery cell design and materials, modeling and simulation tools like MATLAB, Simulink, Expertise in C/C++ programming, mathematical modeling of linear and nonlinear dynamical systems, dynamic modeling, statistical and machine learning algorithm design
Key Qualifications
· General understanding of Li-ion battery modeling.
· Knowledge of detailed battery modeling and electrochemistry.
· Knowledge of battery cell design and materials would also be a plus.
· Proficient in using modeling and simulation tools like MATLAB, Simulink and other specialized tools.
· Experience in writing efficient codes to analyze large data sets.
· Familiarity with Git and code review process.
· Attention to details and ability to develop high quality code documentation.
· Experience in dynamic modeling, statistical and machine learning algorithm design.
· Experience of developing solutions using control theories like Kalman filters, state observers.
· Experience in mathematical modeling of linear and nonlinear dynamical systems and distributed parameter systems. Experience solving optimization problems.
· Expertise in C/C++ programming.
Description
In this position you will be expected to use a combination of advanced mathematics, machine learning, electrical engineering, and control engineering knowledge to:
· Develop advanced battery models and control algorithms to improve battery performance.
· Develop models to estimate and optimize cell and pack performance in design phase.
· Analyze large volumes of test data to understand cell performance differences and propose design improvements to address them.
· Develop algorithms to estimate State of charge and State of Power of batteries.
· Develop machine learning algorithms or mathematical models to predict cell performance across life.
· Develop simulation models and tools to evaluate such new algorithms.
Education
Degree in engineering or mathematics/physics related discipline and direct experience in similar role required.
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