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Posted 41 months ago

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Senior Battery AI/ML Engineer

ShanghaiOn-siteFull-time

AI Summary

Senior Battery AI/ML Engineer focuses on building data-driven battery models, developing BMS algorithms, and optimizing charging, discharge, and cycle life. Collaborates on deployment, testing, and sensor layout.

About this role

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

Skills

AIBattery Behavior EstimationBattery Management System (BMS)Battery ModelsBattery Pack DesignBig-dataBMS Algorithm DevelopmentCloud BMSData-driven ModelingDeployment Framework DesignElectrochemical KnowledgeMachine LearningSensor Deployment PlanningState Estimation

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