BMS Data Analysis Engineer
Role details
Job location
Tech stack
Job description
Microvast is seeking a highly skilled BMS Data Analysis Engineer to join our team. This role involves designing, developing, and optimizing advanced algorithms to solve complex problems in battery system. The ideal candidate should have strong analytical skills, a deep understanding of algorithm design, and experience in implementing scalable solutions., * Collect, clean, and organize data from battery testing (cell/module/pack), BMS logs and field operating data.
- Develop and maintain scalable data pipelines and dashboards for continuous monitoring.
- Ensure data quality, traceability, and consistency across various sources.
- Perform statistical analysis and trend evaluation to identify anomalies, degradation patterns, and performance deviations.
- Collaborate with system engineers and test engineers to define data requirements for validation and verification.
- Conduct root-cause analysis of battery failures, safety events, and performance issues based on battery data.
- Provide data-driven recommendations to optimize test plans, test coverage, and acceptance criteria.
- Document findings, methodology, and tools in a structured and reproducible way.
- Work with BMS developers to validate algorithms and improve control strategies.
- Support field service, warranty, and quality teams with in-depth data analysis.
- Participate in continuous improvement initiatives for battery lifecycle management.
Requirements
- Master's or PhD in Computer Science, Mathematics, Engineering, or a related field.
- 2-5 years of experience in data analysis, preferably in battery systems, energy storage, or electric vehicles.
- Strong proficiency in Python, SQL, and common data science libraries (numpy, pandas, scipy, scikit-learn).
- Hands-on experience with data visualization tools (e.g., Power BI, Tableau, matplotlib, Plotly).
- Good understanding of lithium-ion battery behavior, including SoC/SoH calculation, degradation, thermal behavior, and charging/discharging characteristics.
- Proficiency in programming languages such as Python, C++, or similar.
- Solid understanding of mathematical and statistical modeling techniques.
- Experience with large-scale data processing and optimization techniques.
- Ability to work collaboratively in a team environment and communicate technical concepts effectively.
- Strong problem-solving skills and the ability to think critically under challenging scenarios.
- Creative thinking skills & Strong analytical skills
- Ability to communicate well with other members of the development team
Preferred Qualifications:
- Hands-on experience with machine learning frameworks is a plus.
- Familiarity with cloud computing and distributed computing frameworks
Benefits & conditions
Annual salary + benefits
Pay offered may vary depending on multiple individualized factors, including market location, job-related knowledge, skills, and experience. The total compensation package for this position may also include other elements dependent on the position offered. Details of participation in these benefit plans will be provided if an employee receives an offer of employment.
Applicants for employment at Microvast must be a U.S. citizen or national, U.S. permanent resident (i.e. current Green Card holder), or lawfully admitted into the U.S. as a refugee or granted asylum.