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Senior Manager - C2

EXL

GurugramHigh payGreat Place to Work
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Key Responsibilities

  • Design, develop, and deploy Generative AI applications using state-of-the-art LLMs.
  • Build and optimize RAG pipelines leveraging vector databases and enterprise knowledge sources.
  • Develop prompt engineering strategies and evaluate model performance.
  • Fine-tune, customize, and optimize foundation models for domain-specific use cases.
  • Integrate AI solutions with cloud platforms and enterprise systems through APIs and microservices.
  • Implement AI observability, monitoring, and evaluation frameworks.
  • Develop scalable and production-ready AI applications following MLOps best practices.
  • Conduct experimentation and benchmarking of LLMs, embeddings, and retrieval techniques.
  • Collaborate with cross-functional teams to gather requirements and translate business problems into AI solutions.
  • Stay updated on advancements in Generative AI, LLMs, agents, and multimodal AI technologies.

Qualifications

    • Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Data Science, or a related field.
    • 6-9 years of experience in Software Engineering, Machine Learning, NLP, or AI development.
    • Strong proficiency in Python and software engineering best practices.
    • Experience with Generative AI frameworks such as:
      • LangChain
      • LlamaIndex
      • LangGraph
      • Semantic Kernel (preferred)
    • Hands-on experience with LLMs including:
      • GPT models
      • Claude
      • Llama
      • Gemini
      • Mistral
    • Experience building RAG systems using vector databases such as:
      • Pinecone
      • FAISS
      • Chroma
      • OpenSearch
      • Weaviate
    • Familiarity with embedding models and semantic search techniques.
    • Experience with REST APIs, microservices, and containerization (Docker, Kubernetes).
    • Strong understanding of software design patterns and system architecture.