Deep Learning System Optimization Engineer
2 weeks ago
We are seeking a talented Deep Learning System Optimization Engineer to join our team at Snowflake Computing. As a key member of our team, you will be responsible for analyzing and optimizing GPU kernel performance for deep learning models, developing and implementing strategies to enhance the efficiency and scalability of deep learning systems, and profiling and benchmarking deep learning systems using tools and techniques to identify bottlenecks.
Responsibilities:
- Analyze and optimize GPU kernel performance for deep learning models.
- Develop and implement strategies to enhance the efficiency and scalability of deep learning systems.
- Profile and benchmark deep learning systems using tools and techniques to identify bottlenecks.
- Design and implement optimizations to reduce latency and improve resource utilization for training and inference.
- Build a strong system foundation for Snowflake Arctic by interacting with model scientists for model-system co-development.
- Stay updated with the latest advancements in GPU kernel optimization, deep learning, and LLM system development.
- Publish their innovations, optimizations, and engineering practices in technical blogs, top-tier conferences and journals.
Requirements:
- Bachelor's degree in Computer Science, Electrical Engineering, or a related field.
- A Master's degree or PhD is preferred.
- 5 years of experience in GPU kernel optimization, deep learning system optimization, or high-performance computing (HPC).
- Proficiency in programming languages such as C/C++ and Python.
- Strong understanding of GPU architectures and experience with CUDA or similar frameworks.
- Experience with profiling tools (e.g., nvprof, Nsight) and performance analysis methodologies.
- Solid problem-solving skills and ability to debug complex performance issues.
- Experience with version control systems (e.g., Git) and collaborative development practices.
- Excellent communication skills and ability to work effectively in a cross-functional team environment.
We offer a competitive salary range of $214,000 - $327,750, as well as a comprehensive benefits package, including medical, dental, vision, life, and disability insurance, 401(k) retirement plan, flexible spending & health savings account, at least 12 paid holidays, paid time off, parental leave, employee assistance program, and other company benefits.
Snowflake is an equal opportunity employer and welcomes applications from diverse candidates. We are committed to creating an inclusive and diverse work environment that reflects the communities we serve.
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