Data Scientist

Job role - Data science Experience - 4+ Location - Mumbai /bangalore Design, develop, and maintain Python-based applications with integrated AI/ML models Build, train, evaluate, and optimize Machine Learning / Deep Learning models Perform data preprocessing, feature engineering, and exploratory data analysis Implement and manage end-to-end ML pipelines (data ingestion, model training, validation, deployment) Work with structured and unstructured data for predictive and analytical solutions Deploy models using REST APIs and integrate them with applications Monitor model performance and retrain/refine models as required Collaborate with data engineers, analysts, and business stakeholders to translate requirements into ML solutions Ensure code quality, performance optimization, and adherence to best practices Prepare technical documentation and participate in code reviews Required Technical Skills Core Skills Strong proficiency in Python (OOPs, data structures, performance optimization) Solid understanding of Machine Learning algorithms (Regression, Classification, Clustering, Ensemble methods) Good knowledge of Statistics, Probability, and Linear Algebra Hands-on experience with scikit-learn, NumPy, Pandas AI / Deep Learning Experience with TensorFlow / PyTorch / Keras Understanding of Deep Learning concepts (ANN, CNN, RNN, LSTM as applicable) Exposure to NLP or Computer Vision use cases is a plus Data & Deployment Experience working with SQL / NoSQL databases Model deployment using Flask/FastAPI Exposure to Docker and basic CI/CD pipelines Experience with cloud platforms (AWS / Azure / GCP) is preferred