About this role
Responsible for designing the end-to-end architecture and frameworks that enable scalable, high-performance AI systems, bridging machine learning, software engineering, and cloud infrastructure. Defines reference architectures and standards, architects scalable LLM/RAG systems and agent frameworks, and enforces AI architecture principles, security policies, and compliance (HIPAA, FDA, ISO).
Skills for this role
AI ArchitectureMachine LearningLarge Language Models (LLMs)Retrieval-Augmented Generation (RAG)Generative AIPrompt EngineeringEmbeddingsVector DatabasesVector StoresAgent FrameworksLangChainOpenAI Agents APIPyTorchTensorFlowMLOpsMLflowKServeKubeflowApache AirflowKubernetesAzureDistributed SystemsData IngestionOrchestrationMonitoringInference LayersCachingEvaluation PipelinesModel Fine-tuningFoundation Models Integration''PHI/PII Protection''Encryption''Tokenization'