Machine Learning Engineer
Machine Learning Engineer
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Job Description
We are looking for an engineer with robust experience in machine learning and strong mathematical foundations to join our growing ML team and to help drive the direction of our ML platform.
Machine learning is a critical pillar of Jane Streets global business. Our ever-evolving trading environment serves as a unique rapid-feedback platform for ML experimentation allowing us to incorporate new ideas with relatively little friction. Our ML team is full of people with a shared love for the craft of software engineering and for designing APIs and systems that are delightful to use.
Well rely on your in-depth knowledge of the ML ecosystem and understanding of varying approaches whether its neural networks random forests gradient-boosted trees or sophisticated ensemble methods to aid decision-making so we apply the right tool for the problem at hand. Your work will also focus on enhancing research workflows to tighten our feedback cycles. Successful ML engineers will be able to understand the mechanics behind various modelling techniques while also being able to break down the mathematics behind them.
If youve never thought about a career in finance youre in good company. Many of us were in the same position before working here. While there isnt a fixed list of qualifications were looking for if you have a curious mind and a passion for solving interesting problems we have a feeling youll fit right in.
Were looking for someone with:
- Experience building and maintaining training and inference infrastructure with an understanding of what it takes to move from concept to production
- A strong mathematical background; Good candidates will be excited about things like optimisation theory regularisation techniques linear algebra and the like
- A passion for keeping up with the state of the art whether that means diving into academic papers experimenting with the latest hardware or reading the source of a new machine learning package
- A proven ability to create and maintain an organised research codebase that produces robust reproducible results while maintaining ease of use
- Expertise wrangling an ML framework were fans of PyTorch but wed also love to learn what you know about Jax TensorFlow or others
- An inventive approach and the willingness to ask hard questions about whether were taking the right approaches and using the right tools
- Fluency in English
If youre a recruiting agency and want to partner with us please reach out to.
Employment Type
Full Time
