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Jane StreetNew York City, NYGraduate
Machine Learning Researcher
Join Jane Street's Machine Learning team in New York to develop deep learning models powering trading strategies. Collaborate closely with researchers, engineers, and traders in a dynamic environment focused on innovative ML techniques.
1
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 and debug distributed training performance.
- Analyze market data and study model trading behavior in production.
2
Candidate Profile
- 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.