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About the role
Overview: WHAT YOU DO AT AMD CHANGES EVERYTHING At AMD, our mission is to build excellent products that accelerate next-generation computing experiencesfrom AI and data centers, to PCs, gaming and embedded systems. Grounded in a culture of innovation and collaboration, we believe real progress comes from bold ideas, human ingenuity and a shared passion to create something extraordinary. When you join AMD, youll discover the real differentiator is our culture. We push the limits of innovation to solve the worlds most important challengesstriving for execution excellence, while being direct, humble, collaborative, and inclusive of diverse perspectives. Join us as we shape the future of AI and beyond. Together, we advance your career. Responsibilities: THE PERSON: THE ROLE: In this role, you'll contribute towards inventing and building disruptive technologies for various current and future PC gaming experiences with real-time immersive rendering, generative AI techniques (Diffusion/Transformer) and large language model, which would also need to influence in accelerating data center workloads. KEY RESPONSIBILITIES: - Work with a team of applied researchers to invent and path find new GenAI based technologies in real time neural graphics and other ML accelerated opportunities including data center workloads. - Perform STOA research; Implement POCs to demonstrate these disruptive technologies keeping a keen eye on low level HW and SW optimizations. - Create comprehensive datasets to test POCs for quality and performance - Contribute to writing software architecture specs to deliver to ISV/Dev tech teams to aid deployment to product. - Contribute towards AMD's IP portfolio by publishing novel research in top conferences. PREFERRED EXPERIENCE: - Experience developing ML models in popular frameworks ( PyTorch, Tensorflow etc.,) - Through understanding of attention modules, diffusion transformers and vision transformers. - Excellent C/C++/Scripting (Python, etc.) skills. .