Required Skills Experience 3 years of hands-on experience in ML AI development including LLMs and generative models Robust programming expertise in Python and PySpark with experience in scalable data pipelines Hands-on experience with LangChain LlamaIndex LangGraph or equivalent frameworks Solid understanding of ML model deployment and serving platforms e g SageMaker Bedrock TorchServe BentoML KFServing Proficiency in containerization and orchestration tools Docker Kubernetes Practical expertise in prompt engineering and RAG pipelines embedding models chunking retrieval strategies caching Experience with vector databases e g Pinecone Weaviate FAISS Milvus and similarity search Familiarity with cloud platforms AWS GCP Azure and modern data engineering practices Preferred Skills Experience in end-to-end AI productization from experimentation to production Knowledge of hybrid retrieval search techniques semantic keyword Exposure to MLOps workflows for monitoring CI CD and governance of ML systems Educational Qualification Bachelor s or Master s degree in Computer Science Data Science AI ML or a related field

📌 Data Scientist (Haryana)
🏢 Apps Associates
📍 Haryana