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Broadcom

AI/ML QA Engineer

Posted Yesterday
In-Office
San Jose, CA
81K-130K Annually
Junior
In-Office
San Jose, CA
81K-130K Annually
Junior
The role involves testing AI/ML Interconnect Solutions by creating test cases, executing test activities, and collaborating with developers. Responsibilities include reviewing specifications, user documentation, and managing multiple tasks efficiently.
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Job Description:

Seeking a highly focused and motivated engineer in a software team responsible for testing AI/ML Interconnect Solutions.  The candidate should have a strong understanding of Ethernet functionality, TCP/IP networking, virtualization technologies, RDMA, PCIe protocol - Gen3 & above. Good understanding of AI/ML clusters, Deep learning models, and GPU Micro benchmarks.

Primary Responsibilities

  • Creation and review of Test scenarios, Test cases, and Test Automation

  • Reviews of design and functional specifications created by the development team to understand product functionality.

  • Execute test activities and work closely with multi-site team of developers and testers

  • Review User Documentation to ensure it clearly documents product functionality

  • Prioritize and manage multiple, parallel tasks, projects & releases

Qualifications:  

  • Bachelor's degree in Engineering with a minimum of two (2) years of hands-on test experience, or a Master's degree in Engineering

  • Requirements:

  • Strong analytical, problem-solving skills & debugging skills.

  • Possess excellent communication skills and need to be a critical thinker and a self-starter.

  • Possess a strong “break feature mentality” 

  • Possess a strong engineering mindset to develop thorough test cases 

  • Strong networking experience with protocol testing & validations. Experience with L2/L3 protocols especially RoCE( RDMA over Converged Ethernet ) protocol & use cases in AI/ML, HPC clusters.

  • Experience on AMD/NVIDIA GPUs, Communication Collectives - RCCL/NCCL & libraries - RoCM/CUDA.

  • Experience in utilizing  automation scripts in Python – primarily network and system-level programming using Python.

  • Having experience with network test equipment – Protocol/PCIe Analyzers, Protocol Jammers, Load Generators (Ixia, Ixchariot, Medusa tools, etc) is a plus

  • Having experience testing PCIe switch, good knowledge of PCI-E is a plus

  • Having knowledge of deep learning models - NLP, LLMs, Recommendations, Image Classification is a plus

  • Having experience with deploying BERT/LlamaV2 or relevant models and Micro benchmarking - MLPerf is a plus

  • Having experience with Docker Containers & deployment using Kubernetes/ Ansible is a plus

Additional Job Description:

Compensation and Benefits

The annual base salary range for this position is $81,000 - $130,000

This position is also eligible for a discretionary annual bonus in accordance with relevant plan documents, and equity in accordance with equity plan documents and equity 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.

Broadcom is proud to be an equal opportunity employer.  We will consider qualified applicants without regard to race, color, creed, religion, sex, sexual orientation, national origin, citizenship, disability status, medical condition, pregnancy, protected veteran status or any other characteristic protected by federal, state, or local law.  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.

Top Skills

Ai/Ml
Ansible
Cuda
Deep Learning
Docker
Ethernet
Kubernetes
Pcie
Python
Rdma
Tcp/Ip

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