Battery AI/ML Engineer

About this role

Battery AI/ML Engineer

Responsibilities

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Build a data-driven model of battery based on electrochemical knowledge and test data

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Develop battery state estimation algorithms, including but not limited to SOC, SOH, SOP

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Develop battery behavior prediction methods, including but not limited to residual life prediction and battery safety prediction

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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

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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

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More than one year battery related working experience, understand battery data

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Have a certain understanding of the traditional battery management system (BMS) algorithm model

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Practical experience in AI and big data battery algorithm

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Experience in battery physical model building (P2D model) and digital twin development is preferred