Machine Learning Performance Engineer
London, United Kingdom
Confidential
We are looking for an engineer with experience in low-level systems programming and optimisation to join our growing ML team. Machine learning is a critical pillar of Jane Street's global business. Our ever-evolving trading environment serves as a unique, rapid-feedback platform for ML experimentation, allowing … us to incorporate new ideas with relatively little friction. Your part here is optimising the performance of our models both training and inference. We care about efficient large-scale training, low-latency inference in real-time systems and high-throughput inference in research. Part of this is improving straightforward … we re looking for: An understanding of modern ML techniques and toolsets The experience and systems knowledge required to debug a training run s performance end to end Low-level GPU knowledge of PTX, SASS, warps, cooperative groups, Tensor Cores and the memory hierarchy Debugging and optimisation experience using more »
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