Seeking a few Research Scientists or Postdoctoral Researchers (K24067) Full-time

Research Scientist Or Postdoctoral Researcher

Conduct research on next-generation AI systems by focusing on the following topics:

• Acceleration of HPC algorithms using machine learning
• Auto generation of code for HPC algorithms using empirical models based on machine learning.
• Extreme speedup and scalability of deep learning: Achieve extreme scalability of deep learning in large-scale supercomputing environments including Fugaku, extending the latest algorithms and frameworks for deep learning.
• Performance analysis of deep learning: Accelerate computational kernels for AI over the state-of-the-art hardware architectures by analyzing algorithms for deep learning and other machine learning/AI, measuring their performance and constructing their performance models.
• Acceleration of modern AI algorithms: Accelerate advanced AI algorithms, such as ultra-deep neural networks and high-resolution GAN over images, those that require massive computational resources, using extreme-scale deep learning systems.

Any changes in duties during the contract period or at the time of contract renewal will be within the scope of the above job description.