Jane Street
Machine Learning Researcher
New York, New York, United States · Full-time · Posted May 2, 2019
About the job
Build and study deep learning models and systems that power Jane Street’s trading strategies, working closely with researchers, engineers, and traders.
What you'll do
- Train models for deep learning-based trading strategies and develop understanding to address new markets and situations.
- Build models and systems, tune hyperparameters, debug distributed training, and study model behavior in production.
- Hire colleagues, attend conferences, and teach techniques to teammates.
What they ask for
- Practical experience working on empirical ML problems.
- Logical and mathematical thinking skills.
- Hands-on coding skills to implement and iterate on ideas in Python and a favorite ML framework.
- Fluency with a versatile set of models and techniques.
Tools
Python
AI focus
Develop and train machine learning and deep learning models for trading strategies, using approaches that may include LLMs, image models, RL agents, recommendation systems, or classical ML.
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