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Jane StreetLondonGraduate
Machine Learning Researcher
Join Jane Street's Machine Learning team in London to develop deep learning models powering trading strategies. Collaborate closely with researchers, engineers, and traders in a dynamic environment focused on innovative ML techniques.
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Role and Responsibilities
- Develop deep learning models for trading strategies using large-scale GPU clusters.
- Collaborate with researchers, engineers, and traders to train models and run strategies.
- Explore novel ML techniques for challenges like nonstationary datasets and multi-agent environments.
- Tune hyperparameters, debug distributed training, and analyze model trading behavior.
- Participate in hiring, attend conferences, and teach ML techniques to teammates.
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Candidate Requirements
- Practical experience with empirical machine learning problems.
- Strong logical and mathematical problem-solving skills.
- Intellectual curiosity about state-of-the-art ML research across domains.
- Fluency with diverse ML models and techniques.
- Proficient coding skills in Python and ML frameworks.