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Mlir Backend Developer, Staff

3 months ago

Sydney, New South Wales, Australia d-Matrix Full time
Location

  • Sydney, NSW, Australia
Type

  • Full time
Department

  • R&D
  • Compiler Software

_d-Matrix has fundamentally changed the physics of memory-compute integration with our digital in-memory compute (DIMC) engine. The "holy grail" of AI compute has been to break through the memory wall to minimize data movements. We've achieved this with a first-of-its-kind DIMC engine. Having secured over $154M, $110M in our Series B offering, d-Matrix is poised to advance Large Language Models to scale Generative inference acceleration with our chiplets and In-Memory compute approach. We are on track to deliver our first commercial product in 2024. We are poised to meet the energy and performance demands of these Large Language Models._
_The company has 100+ employees across Silicon Valley, Sydney and Bengaluru. _

Location:

Working onsite at our Sydney, Australia headquarters.

The role:
MLIR Backend Developer, Staff

What you will do:

  • Model partitioning (pipelined, tensor, model and data parallelism), tiling, resource allocation, memory management, scheduling and optimization (for latency, bandwidth and throughput)

What you will bring:

  • Bachelor's degree in Computer Science relevant field with a minimum of 5 years of experience, MS Preferred with 3+ Years of industry experience.
  • Ability to deliver production quality code in modern C++.
  • Experience in modern compiler infrastructures, for example: LLVM, MLIR.
  • Experience in machine learning frameworks and interfaces, for example: ONNX, TensorFlow and PyTorch.
  • Experience in production compiler development

Preferred:

  • Algorithm design ability, from high level conceptual design to actual implementation.
  • Experience with relevant Open Source ML projects like Torch-MLIR, ONNX-MLIR, Caffe, TVM.
  • Passionate about thriving in a fastpaced and dynamic startup culture#LI-DL1

Equal Opportunity Employment Policy

d-Matrix is proud to be an equal opportunity workplace and affirmative action employer. We're committed to fostering an inclusive environment where everyone feels welcomed and empowered to do their best work. We hire the best talent for our teams, regardless of race, religion, color, age, disability, sex, gender identity, sexual orientation, ancestry, genetic information, marital status, national origin, political affiliation, or veteran status. Our focus is on hiring teammates with humble expertise, kindness, dedication and a willingness to embrace challenges and learn together every day.