Battery AI/ML Engineer

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