Director/Lead, Deep learning library development
2 months ago
As the Acceleration Lead at Tenstorrent, you will take on a pivotal role in guiding the optimization of low-level workloads, kernel development, and enhancing the performance of our software for machine learning applications. You will lead a team of highly skilled engineers, ensuring our software operates at peak efficiency and delivers high-quality results to our clients and users.
This role is on-site, based out of Bangalore, India.
Responsibilities:
- Kernel Development Leadership : Lead 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 Data Movement Optimizations : Lead the implementation and optimization of tensor compute and tensor data movement kernels.
- Optimization Focus : Drive efforts in analyzing and optimizing 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 and Strategy Development : Identify performance bottlenecks, conduct performance profiling, and develop strategies to address and resolve them.
- Testing and Debugging : Oversee the creation of comprehensive unit tests, conduct thorough debugging, and ensure the stability and reliability of kernel-level code.
- Documentation and Best Practices : Create and maintain clear and concise documentation for code, APIs, and best practices to facilitate team collaboration.
- Research and Innovation : Stay abreast of the latest developments in kernel development, tensor optimization, and machine learning to propose and implement innovative solutions and improvements.
Experience & Qualifications:
- Bachelor’s degree in Computer Science, Software Engineering, or a related field.
- 14 + years of 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 leadership skills.
- Self-motivated, detail-oriented, and able to work independently as well as lead a team.
- Experience with GPU programming (CUDA, OpenCL) is a plus.
- Knowledge of operating system internals is a plus.
Tenstorrent offers a highly competitive compensation package and benefits, and we are an equal opportunity employer.
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Director/Lead, Deep learning library development
2 months ago
Bengaluru, India Tenstorrent Full timeAs the Acceleration Lead at Tenstorrent, you will take on a pivotal role in guiding the optimization of low-level workloads, kernel development, and enhancing the performance of our software for machine learning applications. You will lead a team of highly skilled engineers, ensuring our software operates at peak efficiency and delivers high-quality results...
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Bengaluru, India Tenstorrent Full timeAs the Acceleration Lead at Tenstorrent, you will take on a pivotal role in guiding the optimization of low-level workloads, kernel development, and enhancing the performance of our software for machine learning applications. You will lead a team of highly skilled engineers, ensuring our software operates at peak efficiency and delivers high-quality results...
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