Lead Battery Prognostics algorithm development Engineer

2 months ago


Warren, United States Larsen & Toubro Full time

Job Description & Skill Requirement:


Experience: 8-10years of relevant experience in EV Battery Domain and data analytics

Must Have Skills: Proficiency in Python and Big data with Battery Domain experience.

Educational/Professional Qualifications: A full-time bachelor’s degree or preferably Master’s Degree

a. 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.

b.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

Good to have(optional)

• Strong understanding of software development methodologies, processes, and tools



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