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IMC
Machine Learning Engineer - Inference
atĀ IMC
about 2 months ago | 101 views | Be the first one to apply

Machine Learning Engineer - Inference

Full-time
Australia

About the company

IMC is a leading trading firm, known worldwide for our advanced, low-latency technology and world-class execution capabilities. Over the past 30 years, weā€™ve been a stabilizing force in the financial markets ā€“ 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.

Job Summary

Your Core Responsibilities:

šŸ“Leverage your knowledge of GPU architecture & libraries to optimise model structure, library use and software-hardware integration šŸ“Deliver extensions, fixes and improvements on top of base CUDNN & TensorRT to support performant evaluation šŸ“Build C++ and CUDA based performance enhancement libraries for common deep learning libraries like Pytorch and JAX

Your Skills and Experience:

šŸ“MS degree in CS or similar fields or equivalent experience šŸ“3+ years of relevant work experience šŸ“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) šŸ“Background in deep learning fundamentals and common deep learning software, especially PyTorch šŸ“Experienced in C++ & CUDA. Experience in Python is also highly desirable

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