Data Science/ Machine learning engineer

3 - 8 years

15 - 30 Lacs

Posted:1 day ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

We are looking for a skilled and motivated Data Scientist with 3+ years of experience in Generative AI, Retrieval-Augmented Generation (RAG), and machine learning. The ideal candidate will contribute to building intelligent systems using LLMs, optimize chunking and retrieval strategies, manage vector databases, and fine-tune models for real-world applications.

Key Responsibilities

  • Assist in designing and implementing RAG-based GenAI systems using LLMs and embeddings
  • Develop chunking strategies to improve document retrieval and context relevance
  • Fine-tune transformer-based models (e.g., GPT, LLaMA, Mistral) using LoRA or PEFT techniques
  • Work with vector databases (e.g., FAISS, Pinecone, Weaviate) for semantic search and retrieval
  • Build and evaluate ML models for classification, regression, and recommendation tasks
  • Collaborate with cross-functional teams to integrate ML and GenAI solutions into products
  • Monitor model performance and iterate based on feedback and metrics
  • Stay informed about emerging trends in GenAI, NLP, and MLOps

Required Skills & Tools

  • Programming: Python, SQL
  • ML Libraries: scikit-learn, XGBoost, LightGBM, TensorFlow, PyTorch
  • GenAI Tools: Hugging Face Transformers, LangChain, OpenAI API
  • Vector Databases: FAISS, Pinecone, Weaviate
  • LLM Fine-Tuning: LoRA, PEFT, prompt tuning
  • Data Handling: Pandas, NumPy
  • Deployment: FastAPI, Docker
  • Cloud Platforms: AWS, GCP, Azure
  • Strong analytical and communication skills

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