Battery AI/ML Engineer
Responsibilities
* Build a data-driven model of battery based on electrochemical knowledge and test data
* Develop battery state estimation algorithms, including but not limited to SOC, SOH, SOP
* Develop battery behavior prediction methods, including but not limited to residual life prediction and battery safety prediction
* Provide novel battery management system solutions to optimize battery performance, including but not limited to charging process optimization, discharge capacity optimization and cycle life optimization
* Work with a team to develop, deploy, test and maintain battery algorithms
* Write relevant technical documents
Qualifications
* Master's degree or above, machine learning, AI, and big data related education background
* More than one year battery related working experience, understand battery data
* Have a certain understanding of the traditional battery management system (BMS) algorithm model
* Practical experience in AI and big data battery algorithm
* Experience in battery physical model building (P2D model) and digital twin development is preferred