Lead Researcher in AI Performance
Vor 2 Tagen
We are seeking a highly skilled (Senior) Principal Researcher to join our team focusing on the development and optimization of AI software stacks and compilation techniques.
This position requires substantial experience with state-of-the-art frameworks and expertise in AI model performance and efficiency.
Key ResponsibilitiesYour key responsibilities will include:
- Conducting cutting-edge research in AI software stacks, focusing on performance optimization and compiler technologies.
- Developing and enhancing tools and frameworks, specifically utilizing PyTorch, Triton, MLIR, etc.
- Collaborating with cross-functional teams to integrate research findings into practical applications and products.
- Publishing research findings in top-tier conferences and journals to contribute to the academic community.
- Mentoring junior researchers and engineers, fostering an environment of collaboration and innovation.
- Staying updated on industry trends and advancements in AI and compiler technologies.
To be successful in this role, you will need:
- A PhD in Computer Science, Electrical Engineering, or a related field, with a focus on AI, compilers, or software systems.
- Proven experience and proficiency in Python, PyTorch, Triton, MLIR, and TVM.
- A strong understanding of programming model, compiler design, program optimization, and parallel processing.
- Experience with AI model training and deployment at scale.
- Excellent problem-solving skills and ability to work in a fast-paced, collaborative environment.
- Strong communication skills, with a track record of publishing research and presenting findings to diverse audiences.
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