Senior Battery AI/ML Engineer
SES · Shanghai
Senior Battery AI/ML Engineer
Responsibilities
-
Build a data-driven model of battery based on electrochemical knowledge and test data
-
Develop battery BMS related algorithms, including but not limited to battery state estimation and battery behavior estimation
-
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
-
Cooperate with the team to design the battery pack according to the model requirements, including the number of sensors and deployment location, etc
-
Responsible for the overall framework design of battery algorithm deployment
Qualifications
-
Master degree or above, machine learning, AI, and big data related education background
-
More than five years of battery related work experience, familiar with battery pack design and data
-
Familiar with various battery related models/algorithms
-
Experience in battery management system (BMS) algorithm development
-
Practical experience based on AI, big data battery algorithm, and cloud BMS