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ML Compiler Engineer, Staff
2 months ago
d-Matrix is a pioneering technology company that has revolutionized the field of memory-compute integration with its innovative digital in-memory compute (DIMC) engine. This groundbreaking technology has enabled the company to break through the memory wall, minimizing data movements and paving the way for large-scale generative inference acceleration.
With a strong foundation of over $154M in funding, including a significant Series B offering, d-Matrix is poised to make a significant impact in the industry. The company's mission is to advance the field of artificial intelligence by developing cutting-edge solutions that meet the energy and performance demands of large language models.
About the RoleWe are seeking an exceptional ML Compiler Engineer, Staff to join our compiler team. The successful candidate will be responsible for developing the compiler backend, specifically focusing on the problem of assigning hardware resources in a spatial architecture to execute low-level instructions. This is a critical role that requires a strong understanding of algorithmic compiler problems, intricate details of hardware and software architectures, and the ability to deliver production-quality code in modern C++.
Key Responsibilities- Develop and optimize compiler infrastructure for large language models
- Design and implement algorithms for model partitioning, tiling, resource allocation, memory management, scheduling, and optimization
- Collaborate with the compiler team to develop and maintain a high-performance compiler backend
- Work closely with the hardware team to ensure seamless integration with the DIMC engine
- Bachelor's degree in Computer Science with 7+ years of relevant industry experience, or MSCS with 5+ years of relevant industry experience
- Strong understanding of modern compiler infrastructures, such as LLVM and MLIR
- Experience with machine learning frameworks and interfaces, including ONNX, TensorFlow, and PyTorch
- Excellent problem-solving skills and ability to deliver high-quality code
- Algorithm design ability, from high-level conceptual design to actual implementation
- Experience with relevant Open Source ML projects, such as Torch-MLIR, ONNX-MLIR, Caffe, and TVM
- Passionate about working in a fast-paced and dynamic startup culture
d-Matrix is committed to fostering an inclusive and diverse work environment where everyone feels welcome and empowered to do their best work. We value humility, kindness, dedication, and a willingness to learn and grow together. If you are a talented and motivated individual who is passionate about advancing the field of artificial intelligence, we encourage you to apply for this exciting opportunity.
