SES · Posted 46mo ago
Battery AI/ML Engineer
- Location
- 🇨🇳 Shanghai, China
- Role
- ML engineering
- Source
- Employer’s own job board (Greenhouse)
The posting
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