Metal Acceleration Kernel Developer Santa Clara, California, United States

Company: Tenstorrent Inc
Location: Santa Clara
Posted on: November 6, 2024

Job Description:

As an Acceleration Kernel Developer at Tenstorrent, you will play a crucial role in optimizing low-level workloads, kernel development, and enhancing our software's performance for machine learning applications. You will work closely with a team of highly skilled engineers to ensure that our software operates at peak efficiency, delivering high-quality results to our clients and users.
This role is hybrid, based out of Toronto, ON; Austin, TX; Santa Clara, CA.
Responsibilities

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• Kernel Development: Participate in the design, development, and maintenance of kernel-level software components for our applications. Develop and optimize kernels and kernel libraries for efficient machine learning and HPC applications.
  
• Implementation of tensor compute and tensor data movement optimizations kernels.
  
• Heavy focus on optimizations.
  
• Low-Level Optimization: Analyze and optimize low-level code to improve the performance and efficiency of our software, 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: Identify performance bottlenecks, conduct performance profiling, and develop strategies to address and resolve them.
  
• Testing and Debugging: Write comprehensive unit tests, conduct thorough debugging, and ensure the stability and reliability of kernel-level code.
  
• Documentation: Create clear and concise documentation for code, APIs, and best practices to facilitate collaboration within the team.
  
• Research and Innovation: Stay up-to-date with the latest developments in kernel development, tensor optimization, and machine learning to propose innovative solutions and improvements.
  
  Experience & Qualifications
  
  • 
    
  • 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.
    
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Keywords: Tenstorrent Inc, Oakland , Metal Acceleration Kernel Developer Santa Clara, California, United States, IT / Software / Systems , Santa Clara, California