Machine Learning Engineer - Inference

Posted 6 Days Ago
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Sydney, New South Wales
Hybrid
3-5 Years Experience
Fintech • Software
IMC is a proprietary trading firm and market maker in various products listed on exchanges globally.
The Role
Work as a Machine Learning Engineer - Inference to optimize model structure and hardware utilization, collaborate with researchers and engineers, and enhance performance of deep learning libraries.
Summary Generated by Built In

You will work as part of an established and growing research team, and support in the productionisation of large/complex models for maximum trading impact. You'll closely collaborate with researchers, hardware and software engineers, and leverage your knowledge of GPU hardware and libraries to drive the optimisation of inference & hardware utilisation.
Your Core Responsibilities:

  • Leverage your knowledge of GPU architecture & libraries to optimise 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


Your Skills and Experience:

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


About Us
IMC is a leading trading firm, known worldwide for our advanced, low-latency technology and world-class execution capabilities. Over the past 30 years, we've been a stabilizing force in the financial markets - providing the essential liquidity our counterparties depend on. Across offices in the US, Europe, and Asia Pacific, our talented employees are united by our entrepreneurial spirit, exceptional culture, and commitment to giving back. It's a strong foundation that allows us to grow and add new capabilities, year after year. From entering dynamic new markets, to developing a state-of-the-art research environment and diversifying our trading strategies, we dare to imagine what could be and work together to make it happen.

Top Skills

C++
Cuda
The Company
HQ: Chicago, IL
1,622 Employees
Hybrid Workplace
Year Founded: 1989

What We Do

IMC is a leading trading firm, known worldwide for our advanced, low-latency technology and world-class execution capabilities. Over the past 30 years, we’ve been a stabilizing force in the financial markets – providing the essential liquidity our counterparties depend on. Across offices in the US, Europe, and Asia Pacific, our talented employees are united by our entrepreneurial spirit, exceptional culture, and commitment to giving back. It's a strong foundation that allows us to grow and add new capabilities, year after year. From entering dynamic new markets, to developing a state-of-the-art research environment and diversifying our trading strategies, we dare to imagine what could be and work together to make it happen.

Why Work With Us

At IMC, the best ideas win, regardless of hierarchy. We’ve done away with artificial barriers and prioritize our employees. As a result, our people can explore their potential without limits, developing and implementing the systems and strategies that have made us one of the world’s leading liquidity providers.

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