13 Oct
Boston Consulting Group
London
Job description
WHAT YOU'LL DO
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, SDKs, microservices and APIs, cloud infrastructure, and DevOps / MLOps / LLMOps, with a passion for creating scalable, reliable, and efficient systems.
YOU'RE GOOD AT
Being a great hands-on engineer passionate of building platform capabilities.
Performing successfully in a fast-paced,
multi-cultural and service-oriented environment
Verbal and written communication at a business and technical level
High level of initiative, self-motivation, resourcefulness, and collaboration
Are passionate, intellectually curious, and enjoy learning new skills and capabilities.
Building relationships and reliable team player, displaying consideration and respect for others
Interpreting rules and guidelines flexibly to enhance the business and aligning with BCG’s values and culture
Exhibiting ownership and accountability for the squad deliverables
Servicing customer teams / platform users with a strong customer centricity
Attention to detail, well organized, able to set priorities and take decisions
Being flexible to be available outside of normal business hours for international calls as needed
YOU BRING (EXPERIENCE & 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.
Experience & Skills (Mandatory)
Strong knowledge and experience in Generative AI / LLM based development.
Strong knowledge and experience in building conversational agent-based UX.
Strong knowledge and experience in building SDKs and libraries used by other developers.
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).
Experience & Skills (Nice to have)
Experience with LLM guardrails
Experience with security related to LLM integration
Experience in LLM Testing and Evaluation
LLM Security
YOU'LL WORK WITH
Your Gen AI Platform Engineering chapter in Cloud and Platform Engineering Portfolio
Product Owners, Chapter Leads and other squad members.
Agile Coaches and Scrum Leads, that will ensure that you adopt agile principles, mindset and ways of working into your daily routine and who will coach you during the transformation.
▶️ Global IT Software Engineer Senior Manager – Gen AI/ LLM SDK
🖊️ Boston Consulting Group
📍 London