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Battery AI/ML Engineer

sesai
Shanghai1w ago

About the role

<p><span style="text-decoration: underline;"><strong>Battery AI/ML Engineer</strong></span></p> <p>&nbsp;</p> <p><span style="text-decoration: underline;"><strong>Responsibilities</strong></span></p> <ul> <li> <p>Build a data-driven model of battery based on electrochemical knowledge and test data</p> </li> <li> <p>Develop battery state estimation algorithms, including but not limited to SOC, SOH, SOP</p> </li> <li> <p>Develop battery behavior prediction methods, including but not limited to residual life prediction and battery safety prediction</p> </li> <li> <p>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</p> </li> <li> <p>Work with a team to develop, deploy, test and maintain battery algorithms</p> </li> <li>Write relevant technical documents</li> </ul> <p>&nbsp;</p> <p><span style="text-decoration: underline;"><strong>Qualifications</strong></span></p> <ul> <li>Master's degree or above, machine learning, AI, and big data related education background</li> <li> <p>More than one year battery related working experience, understand battery data</p> </li> <li> <p>Have a certain understanding of the traditional battery management system (BMS) algorithm model</p> </li> <li> <p>Practical experience in AI and big data battery algorithm</p> </li> <li> <p>Experience in battery physical model building (P2D model) and digital twin development is preferred</p> </li> </ul> <p>&nbsp;</p> <p>&nbsp;</p>

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