Sr Staff AI-ML Data Scientist (ADEM)
Core
Principal technical anchor for next-generation AIOps platform, bridging advanced AI research with production-grade backend engineering to create autonomous, self-healing capabilities.
Role type
Sr Staff AI-ML Data Scientist (hands-on IC with leadership)
Builds
Intelligent agentic workflows, advanced reasoning pipelines, retrieval systems (RAG), and knowledge graph integrations for network troubleshooting.
Domain
Cybersecurity / AIOps / Generative AI
Deliverable
production ML models
Required skills
Python (AI/ML), Go or Java (backend microservices), SQL, BigQuery schema design, Dataflow, Google ADK, GKE, LLM/GenAI model fine-tuning, RAG, prompt engineering, statistical modeling, L3-L7 networking knowledge
Preferred skills
Experience with agent frameworks, multimodal models, platform-level service integration
Technologies
Python, Go, Java, SQL, BigQuery, Dataflow, Google ADK, GKE, LLMs, RAG, Knowledge Graphs
Responsibilities
Lead design and implementation of ML/LLM/GenAI-powered agents for planning and multi-step execution; Build advanced reasoning pipelines and retrieval systems; Drive end-to-end solution development from prototype to production; Establish best practices for prompt design and agent memory management; Continuously evaluate emerging agent frameworks and generative AI technologies.
Seniority
Sr Staff, hands-on IC with mentorship
