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By collaborating with other product development groups across Apple, you’ll push the industry boundaries of what batteries can do and improve the product experience for our customers across the world.\nDescription\nThis position will develop battery physics-based models and machine learning algorithms to optimize battery performance.\nMinimum Qualifications\nMS degree.\nExperience in electrochemical processes and performance / safety characterization.\nExperience in physics-aware machine learning modeling and algorithms.\nExperience in machine learning-based optimization techniques such as generic algorithm and gradient-based ML algorithms.\nPreferred Qualifications\nPhD and 10+ years relevant industry experience.\nExperience in Matlab and/or Python.\nExperience in mathematical modeling of linear and nonlinear dynamical systems and distributed parameter systems.\nExperience deploying physics-based hybrid machine learning models into mass production products.\nUnderstanding of current 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