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46097Open Positions

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Applied ML researcher, Generative AI - Advanced Graphics Programs

AMD
Found 1 month ago
Location
Munich, Germany
Duration (Months)
6 Months
Time
Not disclosed
Work Mode
On-site
Salary
Not disclosed
Visa Help
Not disclosed
Last Verified
1 month ago

Education

  • Bachelor
  • Master

Skills & Qualifications

Technical Skills

  • generative AI
  • real-time graphics technologies
  • machine learning frameworks
  • transformers
  • neural graphics
  • C++
  • Python
  • GPU-related technologies
  • PyTorch
  • Tensorflow
  • attention modules
  • diffusion transformers
  • vision transformers
  • C/C++
  • Scripting (Python, etc.)
  • Graphics/Compute APIs (DX/OpenGL/Vulkan/OpenCL etc.)
  • GPU architecture

Soft Skills

  • technical brilliance
  • innovative thinking
  • passionate
  • highly skilled researcher
  • ability to work on cutting-edge research
  • translate academic insights into practical applications
  • contribute to technological innovation
  • analytical and problem-solving skills
  • attention to details

Job Description

At AMD, our mission is to build great products that accelerate next-generation computing experiences—from 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, you’ll discover the real differentiator is our culture. We push the limits of innovation to solve the world’s most important challenges—striving 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.

Requirements

  • technical brilliance
  • innovative thinking in the field of generative AI and real-time graphics technologies
  • passionate, highly skilled researcher with a strong understanding of machine learning frameworks, transformers, and neural graphics
  • strong programming expertise in C++, Python, and GPU-related technologies
  • ability to work on cutting-edge research
  • translate academic insights into practical applications
  • contribute to technological innovation at the intersection of generative AI, gaming experiences, and computational graphics
  • 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
  • influence in accelerating data center workloads
  • 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.
  • 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.
  • Bachelor or Master of Science degree with emphasis in Computer Science, Computer architecture, or Electrical Engineering with relevant experience preferred.

Related Field

  • AI & Machine Learning

Related Subfield

  • Applied Machine Learning

Languages

  • English

Nice to Haves

  • Knowledge of GPU architecture is a plus.
▶Apply Now

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