imc · Hong Kong, Hong Kong; Sydney, Australia
Skills: Python
Machine Learning Engineers at IMC play a pivotal role in building the systems that drive training and deployment of large-scale ML models across IMC's global operations. They collaborate with quantitative researchers, hardware specialists and software engineers to build robust systems that get the most out of GPU acceleration, distributed computing and the broader open-source ML ecosystem. ML Engineers' work directly shapes how fast we can experiment, iterate and deploy, accelerating the cycle that turns a research idea into a live trading strategy. This is a unique opportunity to solve problems at the intersection of advanced machine learning and trading, where your contributions will shape the future of IMC's technology and trading capabilities. As a team, our Machine Learning Engineers broadly work across two areas: ML Research Engineering , focused on the systems and frameworks researchers use to train, evaluate and iterate on models at scale; and ML Performance Engineering , focused on making ML workloads execute as efficiently as possible, typically through GPU and low-level systems optimisation. These aren't rigid tracks, and there is overlap between them. You will bring depth of expertise in at least one of these focus areas and collaborate closely with global team members. Your Core Responsibilities: ML Research Engineering: Develop large-scale distributed training pipelines that manage complex datasets and models. Partner with quantitative researchers to automate ML experiments, hyperparameter tuning and model retraining. Work with HPC specialists to optimise workflows, improve training speed and redu …truncated… ; margin-bottom: 4px;">Depth in one or more of the following: Distributed training and large-scale systems: parallelism strategy, data pipelines and checkpointing; frameworks such as PyTorch, TensorFlow or JAX. GPU performance and low-level optimisation: reasoning about memory, compute and latency at the device level, and optimising performance ac…
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