Machine Learning System Software Architect

1 week ago

Sunnyvale, United States Baidu Full time

Overview Sunnyvale,CA Were looking forward to you joining us to collaborate, contribute, and revolutionize AI silicon and system. Were seeking a world-class Machine Learning System Software Architect to join our SoC team at Baidus Sunnyvale office. The successful candidate will be a motivated self-starter who will thrive in this highly technical environment. Your job responsibilities will help the team to architect and create high-performance machine learning system software and build the distributed AI training system by connecting thousands of Kunlun Accelerators and servers. Responsibilities Create differentiated architectural innovations for Baidus Kunlun AI SoC roadmap. Architect, simulate, and design machine learning solutions for our AI products. Develop system-level ML architectures that push performance, power, and latency boundaries; collaborate with teammates to optimize hardware and software for maximum performance. Monitor industrial and academic trends in artificial intelligence and determine intersections with roadmaps. Drive partnerships for access to advanced AI technologies. Evaluate the power, performance, and cost of prospective architecture and subsystems. Build scalable tools for modeling and performance evaluation. Engage with system and application software engineers to optimize the entire hardware/software stack. Work with SoC design, verification, and validation engineers to execute the architecture. Qualifications Knowledge of Machine Learning market, technological and business trends, software ecosystem, and emerging applications. Proven track record of 5+ years architecting software solutions for Machine Learning, acceleration and optimization, especially in large distributed training systems and HPC. Experience with deep learning frameworks: TensorFlow/PyTorch/PaddlePaddle, etc. Strong track record of outreach to 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 both English and Chinese. Culture Fit Mission alignment: We provide the best possible platform to accomplish this great mission. Self-directed: We work best with people who are driven, motivated, and aspire to greatness. Hungry to learn: We are eager to see you learn new skills and grow. Team orientation: We work in small, fast-moving teams and pursue big goals together. LI-DNI Apply for this job Interested in building your career at Baidu USA? Please apply through Baidu USA careers channels. #J-18808-Ljbffr

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