Senior AIML Engineer – Generative AI & Autonomous Agents (10034, 10035)
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Job Location:
Toronto, OH - USA
Monthly Salary:
Not Disclosed
Posted on:
30+ days ago
Vacancies:
1 Vacancy
Job Summary
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 Engineerwith 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
- Masters or PhD in Computer Science Artificial Intelligence Machine Learning or a related field.
- 5 years of experience in ML/AI engineering including 2 years working with transformer models or LLM systems.
- Strong knowledge of ML fundamentals with hands-on experience building and deploying traditional ML models.
- Solid programming skills in Python with experience integrating AI modules into cloud-native microservices.
- Experience with LLM frameworks (e.g. LangChain AutoGen Semantic Kernel Haystack) and vector databases (e.g. FAISS Weaviate Pinecone).
- Familiarity with prompt engineering techniques for system design memory management instruction tuning and tool-use chaining.
- Strong understanding of RAG architectures including semantic chunking metadata design and hybrid retrieval.
- Hands-on experience with data preprocessing ETL workflows and embedding generation.
- Proven ability to work with cloud platforms like AWS or Azure for model deployment data storage and orchestration.
- Excellent collaboration and communication skills including cross-functional work with product managers network engineers and backend teams.
Nice to Have
- Experience with LLMOps tools open-source agent frameworks or orchestration libraries .
- Familiarity with Docker Docker Compose and container-based development environments.
- Background in enterprise networking SD-WAN or network observability tools.
- Contributions to open-source AI or GenAI libraries.
We may use artificial intelligence (AI) tools to support parts of the hiring process such as reviewing applications analyzing resumes or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed please contact us.
Required Experience:
Senior IC
Key Skills
- APIs
- C/C++
- Computer Graphics
- Go
- React
- Redux
- Node.js
- AWS
- Library Services
- Assembly
- GraphQL
- High Voltage
About Company
We provide networking solutions to power your business. Our flexible and scalable cloud networking services help optimize your network infrastructure.
