Data Scientist - 9 July (Thurs)-Virtual Interview- Pan India

Job description

**Must Have skills** - **Python** - **Dash** - **Databricks** - **FastAPI** - **GitHub Actions** - **Matplotlib** - **NumPy** - **Pandas** - **PySpark** - **PyTorch** - **Scikit-learn** - **SciPy** - **SQL** - **Streamlit** - **TensorFlow** - **XGBoost** - **Develop and deploy predictive and prescriptive models to solve business problems using statistical and machine learning techniques.** - **Analyze large and complex datasets to extract actionable insights and support data-driven decision-making.** - **Design, train, validate, and optimize machine learning models for classification, regression, clustering, and forecasting tasks.** - **Build and maintain scalable ML pipelines for model training, evaluation, and deployment in production environments.** - **Collaborate with cross-functional teams to define use cases, gather data requirements, and interpret model outputs.** - **Implement model monitoring, versioning, and retraining strategies to ensure performance and reliability over time.** - **Use Python extensively for data manipulation, model development, automation, and integration with APIs and data platforms.** - **Apply MLOps practices to streamline model lifecycle management, including CI/CD for ML workflows.** - **Leverage cloud-based ML services (e.g., Azure ML, AWS SageMaker, GCP Vertex AI) for scalable experimentation and deployment.** - **Document methodologies, model assumptions, and results for transparency, reproducibility, and stakeholder communication.**