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Machine Learning Researcher at Jane Street | London

Jane StreetLondon, England, United Kingdom
On-site Full-time

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About You If you have not previously considered a career in finance, you are not alone; many of our team members came from similar backgrounds. If you possess a curious mindset and a passion for tackling complex problems, we believe you will thrive here. While we do not have a strict list of required skills, we hope you will bring: Hands-on experience with empirical machine learning challenges A logical and mathematical approach to problem-solving A genuine curiosity and enthusiasm for cutting-edge research across various ML domains Proficiency with a diverse set of models and techniques Strong coding skills to quickly implement and iterate your ideas using Python and your preferred ML framework A willingness to ask questions, acknowledge mistakes, and embrace learning opportunities Fluency in English

About the job

About the Position

We are seeking intellectually curious and innovative individuals from both industry and academia to join our expanding Machine Learning team. In this role, you will develop deep learning models that enhance our trading strategies, leveraging our advanced computing cluster equipped with tens of thousands of high-performance GPUs. The unique challenges of trading, such as managing large models and dynamic datasets in a competitive multi-agent environment, will inspire you to explore and implement novel solutions.

Our collaborative environment brings together researchers, engineers, and traders to work side by side, focusing on training models, designing systems, and executing trading strategies. Each day may involve analyzing market data, optimizing hyperparameters, troubleshooting distributed training performance, or examining how our models perform in live trading.

Your expertise in the machine learning realm, including familiarity with various methodologies derived from LLMs, image models, reinforcement learning agents, recommendation systems, and traditional ML approaches, will be crucial in steering the future of ML at Jane Street. You will train models to support the next generation of our deep learning trading strategies and contribute to our foundational knowledge for navigating new markets and scenarios. Additionally, you will play a key role in recruiting new talent, attending industry conferences, and sharing your insights with teammates, all of which are vital aspects of this position.

About Jane Street

Jane Street is a quantitative trading firm and liquidity provider, known for its collaborative and innovative culture. We leverage cutting-edge technology and sophisticated research to navigate the complexities of financial markets. Our team is dedicated to fostering an environment where curiosity and problem-solving can flourish, empowering us to stay ahead in the competitive trading landscape.

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