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Staff Compiler Engineer

2 months ago

Old Toronto, Ontario, Canada d-Matrix Full time
About d-Matrix

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 in mixed-signal and DSP connectivity, d-Matrix has successfully built chips for cloud hyperscalers and enterprise operators worldwide. The company's expertise in next-generation AI has positioned it as a leader in the industry.

About the Role

We 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 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 backend components, including model partitioning, tiling, resource allocation, memory management, scheduling, and optimization for latency, bandwidth, and throughput.
  • Collaborate with the compiler team to design and implement efficient algorithms for mapping low-level instructions to hardware resources.
  • Work closely with the hardware team to ensure seamless integration of compiler-generated code with the DIMC engine.
  • Contribute to the development of open-source ML projects, such as Torch-MLIR, ONNX-MLIR, Caffe, and TVM.
Requirements
  • Bachelor's degree in Computer Science with 7+ years of relevant industry experience, or MSCS with 5+ years of relevant industry experience.
  • Strong experience in modern compiler infrastructures, such as LLVM and MLIR.
  • Experience with machine learning frameworks and interfaces, including ONNX, TensorFlow, and PyTorch.
  • Production compiler development experience.
  • Algorithm design ability, from high-level conceptual design to actual implementation.
Preferred Qualifications
  • Experience with relevant open-source ML projects.
  • Passionate about thriving in a fast-paced and dynamic startup culture.
About Our Culture

d-Matrix is committed to fostering an inclusive environment where everyone feels welcomed and empowered to do their best work. We value diversity, equity, and inclusion, and we strive to create a workplace that is free from bias and discrimination. We are an equal opportunity employer and welcome applications from candidates of all backgrounds.