Senior AI / ML Engineer - Generative AI & Autonomous Agents (10034, 10035)

Job Description

Job Description

At Extreme Networks , we create effortless networking experiences that empower people and organizations to advance. As part of our growing AI Competence Center , we are seeking a Senior AI / ML Engineer with  expertise in Generative AI , multi-agent systems , and LLM-based application development .

In this role, you will help build the next generation of AI-native systems that combine traditional machine learning, generative models, and autonomous agents. Your work will power intelligent, real-time decisions for network design , optimization , security , and support .

Key Responsibilities

• Design and implement the business logic and modeling that governs agent behavior, including decision-making workflows, tool usage, and interaction policies.
• Develop and refine LLM-driven agents using prompt engineering, retrieval-augmented generation (RAG), fine-tuning, or function calling.
• Understand and model the domain knowledge behind each agent : engage with network engineers, learn the operational context, and encode this understanding into effective agent behavior.
• Apply traditional ML modeling techniques (classification, regression, clustering, anomaly detection) to enrich agent capabilities.
• Contribute to the data engineering pipeline that feeds agents, including data extraction, transformation, and semantic chunking.
• Build modular, reusable AI components and integrate them with backend APIs , vector stores , and network telemetry pipelines .
• Collaborate with other AI engineers to create multi-agent workflows , including planning, refinement, execution, and escalation steps.
• Translate GenAI prototypes into production-grade , scalable, and testable services in collaboration with platform and engineering teams.
• Work with frontend developers to design agent experiences and contribute to UX interactions with human-in-the-loop feedback.
• Stay up to date on trends in LLM architectures, agent frameworks, evaluation strategies, and GenAI standards.

Qualifications

Nice to Have