Senior AI Kernel Optimization Specialist

5 days ago


Bengaluru, Karnataka, India Tenstorrent Full time

Tenstorrent is a pioneering force in cutting-edge AI technology, redefining performance expectations, ease of use, and cost efficiency. Our diverse team of technologists has developed a high-performance RISC-V CPU from scratch, and share a passion for AI and a deep desire to build the best AI platform possible.

Job Overview:

We are looking for an experienced AI Kernel Optimization Specialist to join our team at Tenstorrent. As the ideal candidate, you will be responsible for guiding the optimization of low-level workloads, kernel development, and enhancing the performance of our software for machine learning applications.

Key Responsibilities:
  • Kernel Development Leadership: Design, develop, and maintain kernel-level software components for our applications, focusing on tensor optimization.
  • Develop and optimize kernels and kernel libraries for efficient machine learning and HPC applications.
  • Implementation of Tensor Compute and Data Movement Optimizations: Implement and optimize tensor compute and tensor data movement kernels to drive performance improvements.
  • Optimization Focus: Analyze and optimize low-level code to improve performance and efficiency, with a strong emphasis on tensor optimization.
  • Machine Learning Integration: Collaborate with machine learning engineers and data scientists to integrate optimized kernels and low-level routines into machine learning frameworks and pipelines.
  • Performance Profiling and Strategy Development: Identify performance bottlenecks, conduct performance profiling, and develop strategies to address and resolve them.

This role offers a competitive estimated salary range of $120,000 - $180,000 per year, based out of Bangalore, India.



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