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AI Kernel Developer

2 months ago

Santa Clara, California, United States Tenstorrent Full time
About Tenstorrent

Tenstorrent is a leading innovator in cutting-edge AI technology, revolutionizing performance expectations, ease of use, and cost efficiency. Our team of technologists has developed a high-performance RISC-V CPU from scratch, and we're passionate about building the best AI platform possible.

Job Summary

We're seeking an experienced Acceleration Kernel Developer to join our team. As a key member of our team, you'll play a crucial role in optimizing low-level workloads, kernel development, and enhancing our software's performance for machine learning applications.

Key Responsibilities
  • Design, develop, and maintain kernel-level software components for our applications.
  • Develop and optimize kernels and kernel libraries for efficient machine learning and HPC applications.
  • Analyze and optimize low-level code to improve performance and efficiency.
  • Collaborate with machine learning engineers and data scientists to integrate optimized kernels and low-level routines into machine learning frameworks and pipelines.
  • Identify performance bottlenecks, conduct performance profiling, and develop strategies to address and resolve them.
  • Write comprehensive unit tests, conduct thorough debugging, and ensure the stability and reliability of kernel-level code.
  • Document code, APIs, and best practices to facilitate collaboration within the team.
  • Stay up-to-date with the latest developments in kernel development, tensor optimization, and machine learning to propose innovative solutions and improvements.
Requirements
  • Bachelor's degree in Computer Science, Software Engineering, or a related field.
  • Proven experience in kernel development, with a strong focus on low-level optimizations and tensor optimization.
  • Proficiency in C/C++ programming languages.
  • Familiarity with machine learning frameworks and concepts.
  • Strong problem-solving skills and the ability to analyze and debug complex issues.
  • Experience with performance profiling and optimization tools.
  • Excellent communication and teamwork skills.
  • Self-motivated, detail-oriented, and able to work independently as well as in a team.
  • Experience with GPU programming (CUDA, OpenCL) is a plus.
  • Knowledge of operating system internals is a plus.
About the Role

This is a hybrid role based out of Toronto, ON; Austin, TX; Santa Clara, CA. Tenstorrent offers a highly competitive compensation package and benefits, and we are an equal opportunity employer.

Please note that due to U.S. Export Control laws and regulations, Tenstorrent is required to ensure compliance with licensing regulations when transferring technology to nationals of certain countries that have licensing conditions set by the U.S. government.