AI/LLM Engineer
Core
Design, develop, and operationalize advanced language model–powered applications for enterprise use cases, focusing on text-based reasoning, RAG pipelines, and prompt engineering frameworks.
Role type
Senior IC AI/LLM Engineer
Builds
Production-ready AI solutions for enterprise decision-making, automation, and knowledge discovery
Domain
Enterprise AI / Large Language Models / Health Care
Deliverable
production ML models
Required skills
Python, LLM APIs, RAG systems, Prompt engineering, Vector search, API design, Microservices, MLOps
Preferred skills
Orchestration frameworks (LangChain, LlamaIndex), Cloud deployment (AWS/Azure/GCP), Agent-based architectures, Financial services experience
Technologies
Python, SQL, OpenAI, Anthropic, Google Vertex AI, LangChain, LlamaIndex, Semantic Kernel, Pinecone, Weaviate, FAISS, MongoDB Atlas, Spark, Pandas, FastAPI, Flask, Docker, Kubernetes, AWS, Azure, GCP
Responsibilities
Design and implement LLM-powered applications for complex reasoning workflows; Develop chain-of-thought reasoning and structured prompt patterns; Architect RAG systems with embeddings and hybrid retrieval; Create and optimize prompt engineering frameworks; Implement monitoring and feedback loops for AI systems; Ensure compliance with security and Responsible AI principles; Partner with product teams to prototype AI-driven features
Seniority
Senior, hands-on IC