Software Development Engineer 1

Software Development Engineer 1

AMD - Advanced Micro Devices

Munich, Germany

The Role:

We are looking for an applied ML researcher to 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.,)
• Ability to reproduce STOA and iterate on it to fit the application under consideration.
• Through understanding of attention modules, diffusion transformers and vision transformers.
• Excellent C/C++/Scripting (Python, etc.) skills.
• Excellent analytical and problem-solving skills along with attention to details.
• Knowledge of Graphics/Compute APIs (DX/OpenGL/Vulkan/OpenCL etc.)
• Knowledge of GPU architecture is a plus.

ACADEMIC CREDENTIALS:

• Bachelor or Master of Science degree with emphasis in Computer Science, Computer architecture, or Electrical Engineering with relevant experience preferred.

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