Sr. Machine Learning Engineer

Illumio is a leader in ransomware and breach containment. The Senior Machine Learning Engineer will architect high-scale distributed systems for Agentic AI, develop autonomous agents, and build data pipelines using Kafka, Spark, Flink, and Kubernetes. The role involves designing AI agents with planning and memory management, and orchestrating containerized services on cloud infrastructure.

5-8 years backend engineering with Java, Python, or Go. Expertise in distributed systems, Kafka, Spark/Flink. Experience with agentic frameworks (AutoGen, CrewAI), RAG, MCP, fine-tuning, prompt engineering. Agentic observability with Langfuse, Evals. Advanced IaC with Terraform, multi-region deployments. Vector DB optimization (HNSW, IVF). AI Ops with vLLM, TensorRT-LLM.