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Senior AI Optimization Specialist

1 month ago

Sydney, New South Wales, Australia IMC Financial Markets Full time
About IMC Financial Markets

IMC Financial Markets is a leading trading firm known for its advanced, low-latency technology and world-class execution capabilities. With over 30 years of experience, we've established ourselves as a stabilizing force in the financial markets, providing essential liquidity to our counterparties.

We're a talented team of employees united by our entrepreneurial spirit, exceptional culture, and commitment to giving back. Our dynamic work environment allows us to grow and add new capabilities year after year.

Job Description

As a Senior AI Optimization Specialist, you'll be part of an established research team supporting the productionization of large/complex models for maximum trading impact. You'll collaborate closely with researchers, hardware and software engineers, and leverage your knowledge of GPU hardware and libraries to drive the optimization of inference & hardware utilization.

Your Core Responsibilities:

  • Leverage your expertise in GPU architecture & libraries to optimize model structure, library use, and software-hardware integration.
  • Deliver extensions, fixes, and improvements on top of base CUDNN & TensorRT to support performant evaluation.
  • Build C++ and CUDA-based performance enhancement libraries for common deep learning libraries like PyTorch and JAX.
Required Skills and Qualifications

To succeed in this role, you'll need:

  • A MS degree in CS or similar fields or equivalent experience.
  • 3+ years of relevant work experience.
  • Experience in fundamental libraries for accelerating ML workflows, such as CUDNN/TensorRT, ROCm, OpenVino, or OpenPPL (understanding of one or more ML communication frameworks like NCCL is an advantage).
  • A background in deep learning fundamentals and common deep learning software, especially PyTorch.
  • Experience in C++ & CUDA. Experience in Python is highly desirable.
Compensation and Benefits

The estimated salary for this position is around $120,000-$180,000 per year, depending on experience. We offer a comprehensive benefits package, including health insurance, retirement plans, and opportunities for professional growth and development.

About the Role

This is a unique opportunity to join a leading trading firm and contribute to the development of cutting-edge AI solutions. If you're passionate about machine learning, have a strong technical background, and are looking for a challenging and rewarding career, we encourage you to apply.