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Jio Platforms Limited

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Senior Data Scientist

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Description

Responsibilities:

  • Design, develop, and deploy advanced ML models for supply chain demand forecasting, inventory optimisation, and operational efficiency.
  • Develop predictive models and optimisation algorithms using Python and ML frameworks.
  • Build scalable, production-ready ML pipelines with automated testing and deployment.
  • Collaborate with Data Platform, Product, and Engineering teams for model integration.
  • Perform feature engineering, model training, performance tuning, and monitoring.
  • Maintain code quality and stay updated with advancements in ML and Deep Learning.


Requirements:

  • 3+ years of industry experience with a Bachelor's degree or 2+ years with a Master's degree in Computer Science, Mathematics, Statistics, or a related field.
  • 2+ years of hands-on experience in Machine Learning / Data Science.
  • Experience in Supply Chain Forecasting, Time-Series Modelling, or Operations Optimisation.
  • Strong proficiency in Python and ML libraries such as Scikit-learn, PyTorch, TensorFlow, or Keras.
  • Experience deploying ML models into production.
  • Strong understanding of statistical modelling, ML algorithms, and scalable systems.


Nice to Have:

  • Experience with demand forecasting, inventory optimisation, or logistics analytics.
  • Knowledge of Spark, PySpark, SQL, and distributed computing.
  • Experience with cloud platforms (AWS, GCP, Azure).
  • Familiarity with MLOps tools such as MLflow, Airflow, or Kubeflow.
  • Experience with optimisation tools such as Gurobi, OR-Tools, or Pyomo.
  • Required Skills: Python, Machine Learning, Supply Chain Forecasting, Time-Series Forecasting, Operations Optimisation, PySpark, Deep Learning, Statistical Modelling, SQL, MLOps.

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