Machine Learning Research Scientist, d-Matrix

• Ph.D in Computer Science, Electrical and Computer Engineering, or a related technical discipline with 3+ years of industry experience
• High proficiency with major deep learning frameworks: PyTorch is a must
• High proficiency in algorithm analysis, data structure, and Python programming is a must

Desirable

• The Machine Learning Team is responsible for the R&D of core algorithm-hardware co-design capabilities in d-Matrix's end-to-end solution
• You will be joining a team of exceptional people enthusiastic about researching and developing state-of-the-art efficient deep learning techniques tailored for d-Matrix's AI compute engine
• You will also have the opportunity of collaboration with top academic labs and help customers to optimize and deploy workloads for real-world AI applications on our systems
• Design, implement and evaluate efficient deep neural network architectures and algorithms for d-Matrix's AI compute engine
• Engage and collaborate with internal and external ML researchers to meet R&D goals
• Engage and collaborate with SW team to meet stack development milestones
• Conduct research to guide hardware design
• Develop and maintain tools for high-level simulation and research
• Port customer workloads, optimize them for deployment, generate reference implementations and evaluate performance
• Report and present progress timely and effectively
• Contribute to publications of papers and intellectual properties