Machine Learning System Software Architect
Baidu · Sunnyvale,CA
About this role
**Machine Learning System Software Architect** **About the role** Do you want to be part of the AI revolution? Join Baidu’s SoC team in Sunnyvale to help architect and build high-performance machine learning system software—connecting thousands of Kunlun Accelerators and servers to power distributed AI training. **What you’ll do** - Create differentiated architectural innovations for Baidu’s Kunlun AI SoC roadmap - Architect, simulate, and design machine learning solutions for AI products - Develop system-level ML architectures focused on performance, power, and latency - Collaborate across teams to optimize the full hardware/software stack - Monitor AI trends (industrial + academic) and align them to roadmap priorities - Drive partnerships to access advanced AI technologies - Evaluate power/performance/cost tradeoffs for prospective architectures and subsystems - Build scalable tools for modeling and performance evaluation - Work with system/application software engineers to ensure end-to-end optimization - Partner with SoC design, verification, and validation engineers to execute the architecture **Qualifications** - 5+ years architecting ML software solutions, especially for large distributed training systems and HPC - Knowledge of ML market/tech/business trends, software ecosystem, and emerging applications - Experience with deep learning frameworks: TensorFlow / PyTorch / PaddlePaddle (or similar) - Strong track record engaging with ML researchers and application developers - Experience with CPUs, GPUs, memory systems, and accelerators - Experience with performance simulation and modeling in C++ - MS or PhD in Electrical or Computer Engineering - Excellent communication skills in English and Chinese **Culture fit** - Mission alignment - Self-directed and driven - Hungry to learn and grow - Team-oriented (small, fast-moving teams) #LI-DNI
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