Senior Manager

1 month ago


Delhi, Delhi, India Boston Consulting Group Full time
ROLE SUMMARY
We are seeking a highly skilled and experienced full-stack Software Engineer Expert Senior Manager with Gen AI /LLM expertise to join our Gen AI platform team. This role focuses on building and maintaining cloud-native platforms specifically designed for Generative AI and Large Language Model (LLM) development. The ideal candidate will have a strong background in reusable software components, frameworks, microservices and APIs, cloud infrastructure, and DevOps/MLOps/LLMOps, with a passion for creating scalable, reliable, and efficient systems.
KEY RESPONSIBILITIES
  • Lead the development of cloud-native platforms for Gen AI and LLM, ensuring scalability, reliability, and efficiency.
  • Collaborate with cross-functional teams to design and implement reusable software components, frameworks, and APIs.
  • Develop and maintain cloud infrastructure, ensuring seamless integration with DevOps/MLOps/LLMOps practices.
  • Drive the adoption of modern engineering practices, including CI/CD, AI/ML pipelines, and automation tools.
  • Work closely with product owners, chapter leads, and agile coaches to ensure agile principles, mindset, and ways of working are adopted.
REQUIRED QUALIFICATIONS
  • Bachelor's degree in computer science engineering (or equivalent degree or experience).
  • Proven experience in Gen AI, Artificial Intelligence, Machine Learning, or Natural Language Processing.
  • 12+ years of relevant experience in delivering platform or complex technology solutions with strong technical background, preferably in global organization/enterprise.
  • 2+ years' experience in experimenting and developing with LLM.
  • 1+ years of experience developing with LLMs for production use case.
  • 8+years of experience in leading Enterprise scale software engineering/ platform engineering teams.
  • Passionate expert in Modern Engineering, DevOps practices - Strong understanding of CI/CD, AI/ ML pipelines and automation tools.
DESIRABLE QUALIFICATIONS
  • Strong knowledge and experience in Generative AI/ LLM based development.
  • Strong knowledge and experience in building conversational agent-based UX.
  • Strong experience working with key LLM models APIs (e.g. AWS Bedrock, Azure Open AI/ OpenAI) and LLM Frameworks (e.g. LangChain, LlamaIndex).
  • Experience with multi-agent frameworks and an understanding of multi-agent systems and their applications in complex, multi-step problem-solving scenarios.
  • Expertise in building enterprise grade, secure data ingestion pipelines for unstructured data – including indexing, search, and advance retrieval patterns.
  • Proficiency in generating and working with text embeddings with understanding of embedding spaces and their applications in semantic search and information retrieval.
  • Knowledge and Experience in building knowledge graphs in production.
  • Experience with RAG concepts and fundamentals (VectorDBs, AWS OpenSearch, semantic search, etc.), Expertise in implementing RAG systems that combine knowledge bases with Generative AI models.
  • Proficiency in Python, TypeScript, NodeJS, ReactJS (and equivalent) and all associated GenAI libraries and frameworks.
  • Experience with containerization and orchestration technologies (Kubernetes, Docker).


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