Data Scientist - Machine Learning in Mumbai, India

Job Description :Key Responsibilities : - Lead the design, development, and deployment of machine learning and statistical models to solve real-world business problems.- Collaborate with cross-functional teams (Product, Engineering, Business) to understand business needs, define project scopes, and translate them into data science problems.- Develop, test, and productionize models using Python, SQL, and PySpark on large-scale datasets.- Apply deep learning and advanced statistical modeling techniques for use cases such as classification, regression, recommendation, and personalization.- Perform feature engineering, data wrangling, model selection, hyperparameter tuning, and model evaluation.- Monitor model performance and ensure robust ML lifecycle management using tools like MLflow and Airflow.- Document processes and present insights, findings, and recommendations to both technical and non-technical stakeholders.- Stay current with new trends in ML/AI and proactively apply emerging techniques where https://jobeax.com/link/xsE6UjgkMYiS07j0 candidate profile :- 3 years of hands-on experience in data science.- Strong proficiency in Python and libraries such as NumPy, pandas, scikit-learn, TensorFlow/PyTorch.- Expertise in SQL for data extraction, transformation, and analysis.- Proven experience with PySpark or distributed data processing frameworks.- Deep understanding of machine learning and deep learning algorithms and model development workflows.- Solid grounding in statistical modeling, hypothesis testing, and data analysis.- Experience in building and deploying production-grade models at scale. (ref:hirist.tech)