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