Job Description

What You’ll Be Doing

  • Collaborate closely with business teams to ideate and align on Data Science solutions for addressing diverse business challenges.
  • Perform exploratory data analysis (EDA) on source data from the Big Data Platform data lake, Data Science Platform, and other relevant Battery Manufacturing datasets to address specific use cases.
  • Develop, maintain, and enhance Machine Learning (ML), Deep Learning (DL) and Computer Vision (CV) models using transformed data, primarily leveraging Python and Spark-ml algorithms.
  • Apply optimization techniques, including hyperparameter tuning, to improve the performance of ML and DL models.
  • Design, implement, and maintain deployment pipelines to ensure seamless integration and deployment of ML/DL models, following established ML Ops standards.
  • Provide decision-support analytics to assist in business strategy formulation or address specific business challenges when needed.
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