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Battery Modeling and Algorithm Engineer
2 months ago
We are seeking a highly skilled Battery Modeling and Algorithm Engineer to join our team at Apple. As a key member of our Battery Engineering group, you will play a critical role in developing innovative battery algorithm and modeling solutions that deliver more energy in smaller spaces than ever before.
Key Responsibilities- Develop battery physics-based models and machine learning algorithms to optimize battery performance
- Collaborate with battery pack engineers to generate computationally efficient models for in-system implementation
- Work with battery engineering groups to verify accuracy of battery models and performance simulation of new cell designs
- Conduct investigations and prepare status reports related to design and performance issues
- Act as technical contact point for electrochemical and aging modeling, control algorithms, machine learning algorithms, and software techniques
- Master's degree with a minimum of 3 years relevant industry experience
- Prior work with electrochemical processes and performance/safety characterization experience with emphasis on lithium-ion or lithium-polymer batteries
- Experience in machine learning-based optimization techniques like generic algorithm and gradient-based ML algorithms
- Experience in deploying physics-aware machine learning models into products
- PhD degree in relevant domains with 5 years relevant industry experience
- Strong working knowledge of Matlab/Python and COMSOL
- Strong proficiency in mathematical modeling of linear and nonlinear dynamical systems and distributed parameter systems
- Strong proficiency in physics-aware machine learning modeling algorithms and computationally efficient optimization with machine learning techniques
At Apple, we offer a comprehensive compensation package, including base pay, discretionary bonuses, and commission payments. Our benefits include comprehensive medical and dental coverage, retirement benefits, and a range of discounted products and free services. We also offer reimbursement for certain educational expenses related to advancing your career at Apple.
Apple is an equal opportunity employer that is committed to inclusion and diversity. We take affirmative action to ensure equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics.
