Battery Prognostics algorithm development
Job in
Warren, Macomb County, Michigan, 48091, USA
Listed on 2026-10-11
Listing for:
Pentangle Tech Services | P5 Group
Full Time
position Listed on 2026-10-11
Job specializations:
-
Software Development
Python, Machine Learning/ ML Engineer, Data Scientist, AI Engineer (Applied/Software)
Job Description & How to Apply Below
- Experience:
In EV Battery Domain and data analytics - Must Have
Skills:
Proficiency in Python, Spark, and Big data with Battery Domain experience. - Educational/Professional
Qualifications:
A full-time bachelor’s degree or preferably Master’s Degree - 4-6 yrs. experience in Battery and related skills:
- Overall, Domain knowledge /experience working on battery pack & cell chemistries.
- Work experience on battery pack related faults and failures.
- Good Knowledge on different battery degradation mechanisms and failures shall be an advantage.
- Experience on battery pack testing and test case writing - specific requirement related testing.
- Good Knowledge on the BMS functionalities
- Good knowledge of various SOC, SOH & SOP algorithms, their development and correlation between them and different degradation mechanisms.
- 3-5 yrs. experience in data analytic skills
- Data preprocessing, data quality and integrity checks, data base creation and maintenance
- Data Analysis and Machine learning techniques implementation
- Good knowledge on ML & AI algorithms and their deployment using python
- Good knowledge on PyCharm & PyTorch like packages in python to develop ML models
- Collect data and perform analysis, interpret to help build algorithms.
- Develop dashboards and GUIs for data visualization
- Experience:
In EV Battery Domain and data analytics - Must Have
Skills:
Proficiency in Python, Spark, and Big data with Battery Domain experience. - Educational/Professional
Qualifications:
A full-time bachelor’s degree or preferably Master’s Degree - 4-6 yrs. experience in Battery and related skills:
- Overall, Domain knowledge /experience working on battery pack & cell chemistries.
- Work experience on battery pack related faults and failures.
- Good Knowledge on different battery degradation mechanisms and failures shall be an advantage.
- Experience on battery pack testing and test case writing - specific requirement related testing.
- Good Knowledge on the BMS functionalities
- Good knowledge of various SOC, SOH & SOP algorithms, their development and correlation between them and different degradation mechanisms.
- 3-5 yrs. experience in data analytic skills
- Expertise in Python, big data handling, Data analytics
- Data preprocessing, data quality and integrity checks, data base creation and maintenance
- Data Analysis and Machine learning techniques implementation
- Good knowledge on ML & AI algorithms and their deployment using python
- Good knowledge on PyCharm & PyTorch like packages in python to develop ML models
- Collect data and perform analysis, interpret to help build algorithms.
- Develop dashboards and GUIs for data visualization
- Strong understanding of software development methodologies, processes, and tools.
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