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Senior GPU Performance Architect, AI Applications

2 months ago


Santa Clara, California, United States NVIDIA Full time
About the Role

We are seeking a highly skilled Senior GPU Performance Architect to join our AI Applications team at NVIDIA. As a key member of our architecture group, you will be responsible for driving innovation in the graphics and parallel computing fields, delivering the highest performance in the world for graphics processing.

The successful candidate will have a strong background in computer science, electrical engineering, or a related field, with a passion for deep learning algorithms and computer architecture. You will be working with a team of world-class architects to analyze, validate, and tune graphics architectures and features that advance the state of art in performance and energy efficiency.

Key Responsibilities
  • Conduct competitive analysis and performance studies of new use-cases, such as large-scale generative AI models, neural graphics for gaming and physical simulation, and VR/AR.
  • Analyze graphics hardware features and APIs to identify bottlenecks, leading to recommendations for future architectures.
  • Derive algorithms for tuning of games and content creation applications on existing hardware, possible prototyping of implementations.
  • Develop and enhance innovative tools for architectural performance analysis and projections.
  • Collaborate with other architects on analysis, validation, and tuning of graphics architectures and features.
Requirements
  • Masters, PhD, or equivalent experience in Computer Science, Electrical Engineering, Computer Engineering, Artificial Intelligence, or related technical field.
  • 7+ years of relevant industry or research experience.
  • Skilled in GPU performance profiling, debug, and test content development.
  • Experience in applying ML/AI algorithms to applications, tools, and workflows a plus.
  • Meaningful experience in real-time 3D rendering or ray tracing, knowledge of DirectX or OpenGL preferred.
  • Strong programmer, proficient in Python, C++, and/or CUDA.
  • Excellent communication and presentation skills.
  • Ability to collaborate effectively cross-team and drive to solutions with agility.
About NVIDIA

NVIDIA is a leader in the technology world, known for its groundbreaking developments in Artificial Intelligence, High-Performance Computing, and Visualization. We offer competitive salaries and a generous benefits package, making us one of the most desirable employers in the industry.

We are committed to fostering a diverse work environment and proud to be an equal opportunity employer. We do not discriminate on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status, or any other characteristic protected by law.