LLM Full Stack Engineer Asso Mg
Core
Design and evolve enterprise-scale AI solutions, specifically Generative AI and Large Language Models (LLMs), defining architecture blueprints and leading implementation from proof of concept to production.
Role type
Associate Manager, AI Technology Architecture
Builds
Scalable AI platforms, RAG pipelines, model serving infrastructure, and prompt management systems.
Domain
Enterprise AI, Generative AI, Large Language Models (LLMs), Cloud Infrastructure
Deliverable
production ML models | infrastructure
Required skills
Enterprise AI architecture design, LLM and multimodal solution development, distributed systems engineering, cloud platform management (AWS/Azure/GCP), DevOps/MLOps practices, data platform management (SQL/NoSQL/vector DBs), system security and performance optimization, cross-functional team leadership, technical roadmap planning, Responsible AI governance.
Preferred skills
LLM framework expertise (LangChain, LlamaIndex), AI platform provider experience (OpenAI, Azure OpenAI, Gemini), model serving optimization, cloud architecture certifications, large enterprise environment experience.
Technologies
LangChain, LlamaIndex, OpenAI, Azure OpenAI, Gemini, AWS, Azure, GCP, Docker, Kubernetes, SQL, NoSQL, vector databases, CI/CD.
Responsibilities
Define and evolve enterprise AI architecture including LLM and multimodal solutions; Design and implement scalable AI platforms and components; Evaluate and recommend technologies across data, AI, security, and operations; Develop implementation roadmaps to scale AI capabilities; Ensure performance, reliability, and cost optimization of AI systems; Implement governance, security, and Responsible AI controls; Establish observability and monitoring for AI systems; Lead technical workstreams and coordinate cross-functional teams; Mentor team members and present architectural decisions to stakeholders.
Seniority
Manager, hands-on IC with strategic oversight
