GenAI pilots (e.g. RAG with corporate data) and scale them to production with security and cost controls (FinOps... Integration Cloud (OIC), GoldenGate, Autonomous Database;GenAI/RAG cases on OCI. - Certifications OCI Architect (Associate...
and implementing ML/AI-based systems Familiarity with Retrieval-Augmented Generation (RAG) pipelines BS/MS/PhD in Computer Science...
, including RAG (Retrieval-Augmented Generation), embeddings, and vector databases. Software Foundations: Solid understanding.... They will likely need to write complex queries to pull data for RAG (Retrieval-Augmented Generation) systems. Bash / Shell Scripting...
) Production AI systems and observability challenges (prompting, context windows, RAG, hallucinations, provider variability..., LlamaIndex), RAG/vector search concepts, and enterprise integration considerations. Experience with DevOps/Platform Engineering...
databases Implement RAG (Retrieval-Augmented Generation) pipelines to enhance LLM outputs Lead enterprise initiatives...
models. Support Retrieval-Augmented Generation (RAG) systems using industry-standard frameworks. Collaborate with product.... Nice-to-Haves (Preferred) Experience with real-time stream processing frameworks. Prior work with RAG architectures...
Experience with Github Proficient in Terraform Experience working RAG, Vector DB Proficient in Postgres, AWS Benefits...
Required skills: Python with Lambda Experience with Github Proficient in Terraform Experience working RAG, Vector DB Proficient...
systems and AI agents in production, including RAG, embeddings, vector databases, and tool-using agents. Own prompting... models in production environments. Strong hands-on experience with: Agentic workflows and LLM-based systems RAG...
, including RAG pipelines, vector stores, evaluation loops, and basic frontend integration (feedback UIs, annotation loops...