About this role
Builds and operationalizes core agentic workflows for Marvis, Juniper's AI assistant, designing and evaluating reasoning pipelines, tool-calling patterns, MCP server integrations, and retrieval/memory services. Works at the intersection of data science, generative AI, and production engineering, deploying containerized services in Kubernetes and owning observability and evaluation for non-deterministic agentic systems.
Skills for this role
Agentic AILangGraphLangChainClaude Agent SDKMCP (Model Context Protocol)LLM API integrationPrompt engineeringFunction callingReACTRAGVector storesOpenSearchSemantic searchHybrid retrievalAgent memory systemsLangMemPythonMachine learningStatistical analysisAnomaly detectionTime-series analysisClusteringCausal inferenceKubernetesCI/CDJenkinsGitHub ActionsArgoCDDockerECR (Elastic Container Registry) or GCR (Google Container Registry) support""