About this role
The Standard is seeking an AI/ML Platform Engineer III to build and operate the shared agent runtime, MCP/tool and agent registries, orchestration and sandboxed agent execution environments on the Data & AI Platform, and to operate the LLMOps platform including GPU inference environments and enterprise memory (embeddings, vector indexing, and semantic search).
Skills for this role
PythonLangGraphLangChainLlamaIndexModel Context Protocol (MCP)Anthropic APIsOpenAI APIsFunction/tool callingStructured outputsPrompt engineeringEmbeddingsChunkingVector searchHybrid retrievalRetrieval-augmented generation (RAG)Vector indexingSemantic searchRetrieval quality evaluationvLLMSGLangNVIDIA NIMGPU inferenceDockerKubernetesGit workflowsDevOpsSecurity engineeringObservability (tracinglogging)Agent evaluation and regression testingAzure Databricks」、「Neo4j""Confluent Kafka""Kong""Langfuse""Phoenix""RAGAS"