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Senior Research Scientist, Design Automation

Company: Nvidia
Location: Santa Clara
Posted on: November 18, 2021

Job Description:

We are now looking for a Research Scientist for Design Automation! NVIDIA Research is seeking leading researchers in the areas of VLSI electronic design automation (EDA) to contribute to the development of future high-performance and mobile computing systems. You should have a strong track record of research excellence; systems-building experience; a broad perspective across areas including EDA algorithms and software, machine learning, and VLSI chip design methodology. Specific areas of research interest include but are not limited to applications of supervised learning, unsupervised learning, reinforcement learning and GPU acceleration to EDA algorithms. What you'll be doing: * Apply machine learning and GPU acceleration to EDA software and ASIC and VLSI design tool flows. * Research and develop creative and innovative EDA software and algorithms. * Collaborate with circuits, VLSI, and architecture team members in research and product teams. * Publish and present your original research, speak at conferences and events * Collaborate with external researchers and a diverse set of internal product teams. What we need to see: * PhD or equivalent experience in Electrical Engineering, Computer Engineering or related field (or equivalent experience). * 3+ years of relevant research experience with a strong research record, well-referenced publications and/or patents. * You should display a strong background in EDA algorithms and software development, machine learning, along with knowledge of VLSI, circuits, IC design, and/or computer micro-architecture fundamentals. * Experience with C, C++, Python, and scripting languages. * Background with commonly used machine learning frameworks (PyTorch, Tensorflow). * Experience with CUDA and GPU computing * Strong communication skills needed. Being a creative and dynamic presenter is a huge advantage. NVIDIA is widely considered to be one of the technology world's most desirable employers. We have some of the most forward-thinking and hardworking people in the world working for us. If you're creative, collaborative, and love a challenge, we want to hear from you! NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression , sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.

Keywords: Nvidia, Santa Clara , Senior Research Scientist, Design Automation, Other , Santa Clara, California

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