BCG Senior Manager

2 weeks ago


Gurgaon, Haryana, India The Boston Consulting Group Full time

Key Responsibilities


  • Lead the development and implementation of complex technology solutions with a strong technical background, preferably in a global organization or enterprise.
  • Drive the experimentation and development of LLMs, with a focus on production use cases.
  • Oversee the management of enterprise-scale software engineering and platform engineering teams.
  • Develop and maintain a strong understanding of CI/CD, AI/ML pipelines, and automation tools.


Requirements


  • Strong knowledge and experience in Generative AI/LLM based development.
  • Experience working with key LLM models APIs (e.g. AWS Bedrock, Azure Open AI/OpenAI) and LLM Frameworks (e.g. LangChain, LlamaIndex).
  • Proficiency in developing enterprise-grade, secure data ingestion pipelines for unstructured data, including indexing, search, and advanced retrieval patterns.
  • Knowledge of effective text chunking techniques for optimal processing and indexing of large documents or datasets.
  • Proficiency in generating and working with text embeddings with an understanding of embedding spaces and their applications in semantic search and information retrieval.
  • Experience with building knowledge graphs in production.
  • Experience with RAG concepts and fundamentals (VectorDBs, AWS OpenSearch, semantic search, etc.), and expertise in implementing RAG systems that combine knowledge bases with Generative AI models.
  • Knowledge of training and finetuning Foundation Models, including multimodal inputs and outputs.
  • Proficiency in Python, TypeScript, NodeJS, ReactJS, and all associated GenAI libraries and frameworks.
  • Experience with containerization and orchestration technologies (Kubernetes, Docker).
  • Proficiency in cloud platforms (AWS, Azure, GCP) and infrastructure as code (Terraform).


Nice to Have


  • Experience with LLM guardrails.
  • Experience with security related to LLM integration.
  • Experience in LLM testing and evaluation.


About The Boston Consulting Group




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