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About This Role
- We are seeking a highly talented and experienced Senior AI Fabric Performance Engineer to take on a critical role within our Performance Lab.
- In this high-impact position, you will drive the performance benchmarking of AI inference, training and storage workloads with focus on our network infrastructure.
- You will be responsible to generate reports that aid the customers in deployment and marketing team to position the product.
- While the AI workloads (inference and training) run on our servers, your primary focus will be optimizing the Ethernet fabric that connects them.
- You will be responsible for executing rigorous performance benchmarks, isolating complex system bottlenecks, and tuning parameters to achieve maximum throughput and minimum latency.
- If you possess a deep understanding of Ethernet fabric, machine learning system demands, and Linux environments, and you thrive on solving complex performance puzzles, we want you on our team.
- Key Responsibilities Benchmarking & Execution: Install, configure, and run industry-standard AI performance benchmarks, with a strong emphasis on MLPerf (Training and Inference) and NCCL tests.
- Fabric Optimization: Tune and optimize network parameters, focusing heavily on Ethernet fabric performance, to ensure seamless data flow for distributed AI workloads running on server clusters.
- Deep Debugging: Identify, isolate, and troubleshoot complex system performance bottlenecks spanning across the Linux OS, server hardware, and Ethernet switches.
- Automation Development: Design, develop, and implement robust performance testing frameworks and automation tools to streamline continuous benchmarking.
- Cross-Functional Collaboration: Document test methodologies, communicate performance findings, and provide actionable improvement recommendations to hardware, software, and networking stakeholders.
- Required Qualifications Education: Bachelor's / Master's degree in Computer Science, Computer Engineering, Electrical Engineering, or a related technical field plus 12+ years / 10+ years related industry experience.
- OS Expertise: Deep familiarity and hands-on experience with Linux operating systems, including system-level performance tuning and troubleshooting.
- Programming Skills: Strong proficiency in programming and scripting languages, specifically Python and C++ .
- AI/ML Knowledge: Familiarity with modern machine learning frameworks, particularly PyTorch , and a solid understanding of how AI models consume compute and network resources.
- Networking & Fabric: Proven experience in performance testing and validating Ethernet switch systems.
- Analytical Capabilities: Extensive experience with performance metrics, profiling, and benchmarking tools.
- Strong problem-solving skills with a proven ability to diagnose root causes in complex, distributed systems.
- Preferred Qualifications (Optional but recommended for a critical role) Experience with RDMA (Remote Direct Memory Access) and RoCEv2 (RDMA over Converged Ethernet).
- Prior experience building CI/CD pipelines for automated hardware or software performance regression testing.
- Familiarity with containerization and orchestration tools (Docker, Kubernetes) used in AI deployments.
- Additional Job Description: Compensation and Benefits The annual base salary range for this position is $141,300 - $226,000.
- As a valued member of our team, you'll be eligible for a discretionary annual bonus and the opportunity to receive not only a competitive new hire equity grant, but also annual equity awards, connecting your success directly to the company's growth.
- All subject to relevant plan documents and award agreements.
- Broadcom offers a competitive and comprehensive benefits package: Medical, dental and vision plans, 401(K) participation including company matching, Employee Stock Purchase Program (ESPP), Employee Assistance Program (EAP), company paid holidays, paid sick leave and vacation time.
- The company follows all applicable laws for Paid Family Leave and other leaves of absence.
- We will also consider qualified applicants with arrest and conviction records consistent with local law.
- If you are located outside USA, please be sure to fill out a home address as this will be used for future correspondence.
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/job/USA-CA-San-Jose-Innovation-Drive/AI-Systems-Performance-Engineer_R025748
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