Lead AI/ML Engineer

leadsquaredhrms

Bengalor 4 Years Exp Posted 1h ago

Job Description

  • Design and build agentic AI systems with planning, tool calling, memory and multi-agent workflows using LangChain and LangGraph.
  • Architect and optimise RAG pipelines: chunking, embeddings, vector search, re-ranking and evaluation.
  • Build, train and deploy traditional ML and deep learning models with scikit-learn, PyTorch and TensorFlow.
  • Write production-grade Python, expose models as APIs, and deploy on cloud with MLOps best practices.
  • Lead and mentor ML/AI engineers, review code and designs, and partner with product and business teams.

Required skills

  • 4–6 years of overall experience, including at least 1–2 years building LLM or GenAI applications.
  • Expert-level Python (NumPy, Pandas, FastAPI, async).
  • Hands-on experience with Agentic AI, LangChain, LangGraph and RAG.
  • Practical experience with vector databases such as Pinecone, Weaviate, Qdrant, Milvus, Chroma or FAISS.
  • Strong traditional ML skills with scikit-learn, PyTorch and TensorFlow, plus solid statistics and model evaluation.
  • Working knowledge of Git, Docker and a cloud platform (AWS, Azure or GCP).
    • Bachelor's or master's degree in computer science, AI, Data Science or a related field.

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