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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 Even if you haven't previously considered a career in finance, you'll find that many of us share that background. If you possess a curious disposition and a passion for tackling intriguing challenges, you'll likely thrive in our environment. While there isn't a specific skill set that we require, we do expect you to bring: Hands-on experience with empirical machine learning problems A logical and mathematical approach to problem-solving Intellectual curiosity and enthusiasm for cutting-edge research across various ML domains Proficiency in a range of models and techniques Strong coding abilities to swiftly implement and refine your ideas in Python and your preferred ML frameworks A willingness to ask questions, acknowledge mistakes, and embrace learning opportunities Fluency in English

About the job

About the Position

We are seeking intelligent and inquisitive individuals to enhance our dynamic Machine Learning team at Jane Street. This role offers the opportunity to develop cutting-edge deep learning models that underpin our trading strategies, utilizing our expansive computing cluster equipped with tens of thousands of high-performance GPUs. The trading environment presents unique challenges, including large-scale models and nonstationary datasets within a competitive multi-agent landscape, prompting innovative solutions.

At Jane Street, our researchers, engineers, and traders collaborate closely, sharing knowledge and expertise just a few feet apart. Your day may involve analyzing market data, optimizing hyperparameters, diagnosing distributed training performance, or exploring our models' behaviors in live trading scenarios.

Your extensive knowledge of the machine learning domain and familiarity with diverse methodologies—ranging from LLMs, image recognition systems, RL agents, recommendation frameworks, to classical ML techniques—will be invaluable in advancing ML at Jane Street. You will play a crucial role in training models for our next-generation deep learning trading strategies and developing the insights necessary to navigate new markets and challenges. Furthermore, you will be involved in the recruitment of new team members, attending industry conferences, and sharing your expertise with colleagues, all of which are considered significant contributions to our mission.

About Jane Street

Jane Street is a quantitative trading firm and liquidity provider that leverages cutting-edge technology and data analysis to optimize trading strategies. We foster a collaborative and innovative culture where researchers, engineers, and traders work in synergy to tackle complex problems and drive success in the financial markets.

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