AI/ML Engineer - Agentic
Core
Design, build, and operate a production-grade agentic orchestration platform featuring multi-agent workflows, MCP server infrastructure, and enterprise-scale LLM integration.
Role type
Senior individual contributor (IC) AI/ML Engineer
Builds
Production agentic orchestration platforms, multi-agent workflows, MCP server infrastructure, and high-performance backend services
Domain
Enterprise AI, Agentic Systems, Cloud-Native Infrastructure
Deliverable
production ML models | product features | infrastructure
Required skills
Agentic frameworks (LangGraph, Claude Agent SDK), Multi-agent architecture design, MCP (Model Context Protocol) implementation, LLM API integration at scale, RAG pipeline design, Vector store management (OpenSearch), Backend development (FastAPI, gRPC, Async systems), Kubernetes orchestration, CI/CD pipeline management
Preferred skills
Multi-tenant architecture, Cost optimization (AWS Bedrock), Prompt engineering, Fine-tuning concepts (Qlora, PEFT)
Technologies
LangGraph, MCP, OpenSearch, FastAPI, gRPC, Kafka, Redis, Kubernetes, Docker, GitHub Actions, Jenkins, ArgoCD, Prometheus, LangFuse
Responsibilities
Design scalable multi-agent workflows; Architect and operate MCP server infrastructure; Integrate and operate LLM services; Build retrieval and memory services; Develop high-performance backend services; Manage cloud-native infrastructure and deployment
Seniority
Senior, hands-on IC
