Baidu USA in Silicon Valley is seeking a Computer Systems Researcher in our Job of the Week.
Baidu’s research mission is to develop hard AI technologies that will reach and impact hundreds of millions of users. Our Silicon Valley Artificial Intelligence Lab (SVAIL) develops state-of-the-art AI technologies that require bleeding-edge systems to improve accuracy, scale, and performance. Our systems researchers address the many and new systems challenges that arise as we extend the AI state-of-the-art.
Systems research is key to advancements in AI. We support AI team members by researching the following emerging challenges when mapping machine learning applications to large-scale computing systems:
- To improve model training times and accuracy, we explore ways to structure and coordinate algorithm parallelism, and to improve compute and memory efficiency.
- To enable larger deep learning models, we utilize current and emerging memory technologies and research ways to manage memory allocation and mapping.
- To support very large data sets, we research and deploy large-scale system communication and data storage techniques.
- To develop new AI algorithms that are computationally feasible, we explore the design space of deep learning algorithms with a focus on computational efficiency.
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