Data Scientist

Experience

Location:

Type:

Roles and Responsibilities:

• Develop best in class ML models, train, evaluate performance and optimize models
• Productionize ML models, collaborate with data engineers and ML Ops to deploy models into production while ensuring scalability
• Monitor and evaluate the performance of ML models
• Conduct analysis to extract insights from data
• Collaborate with data engineers to build scalable data pipelines 
• Experience in building AI agents using frameworks like LangChain, LangGraph, MCP etc

Skills:

• Proficiency in developing and deploying machine learning and deep learning models
• Expertise in Python and SQL with strong knowledge of Python based ML/DL frameworks such as PyTorch, TensorFlow, Keras, Scikit-learn. 
• Extensive experience with statistical modeling (regression, trees, boosting, random forests, etc.)
• Proficiency in working with large, tabular datasets, and applying data science techniques for data analysis
• Experience in leveraging Generative AI, transformers architecture (BERT, GPT etc) and proficiency in working with embeddings.
• Good understanding of Natural Language Processing (NLP), Text Preprocessing, Text Classification, Entity Recognition. 
• Experience with cloud platforms (e.g.AWS) and related services
• Experience in monitoring ML models in production ensuring robust health and performance while enabling continuous improvement 
• Experience with RDBMS, NoSQL and vector databases
• Knowledge of REST APIs and Web Services
• Solid understanding of data structures, algorithms and software engineering

Qualification:

• Bachelors/Masters degree from tier 1 institutes like IIT/BITS Pilani etc.