Machine Learning Researcher job opportunity at Jane Street Capital.

Home Jobs In United States Of America Tag: Machine Learning Machine Learning Researcher position at Jane Street Capital


bot
Jane Street Capital Machine Learning Researcher
Experience: General
Pattern: full-time
Country:
apply Apply Now
Salary:
Status:
Copy Link Report
degreeAssociate
loacation New York, New York,, United States Of America
loacation New York, New ..........United States Of America

About the Position Our goals are to give you a real sense of what it’s like to work at Jane Street full time as a Machine Learning Researcher, and a truly unparalleled educational experience. You’ll work side by side with experienced ML Researchers on projects that we’ve selected for their combination of novel ML ideas and relevance to real-world systematic trading strategies. You'll learn how we think about markets through challenging classes and activities, and practice using established methods alongside our own unique twists to train practical models.  At Jane Street, the lines between research, technology, and trading are intentionally blurry. As our strategies grow more sophisticated, close collaboration is essential for continuing to push the boundaries of what’s possible. We work with petabytes of data, a computing cluster with hundreds of thousands of cores, and a growing GPU cluster containing thousands of high-end GPUs. Trading poses unusual challenges—large models and nonstationary datasets in a competitive multi-agent environment—that force us to search for novel techniques. You’ll spend the bulk of your internship working closely with full-time machine learning researchers on projects drawn from their own work.  You might conduct an end-to-end study of an unexplored dataset, try a new modeling paradigm for a thorny problem, or consider blue-sky approaches that we’re still trying to figure out. The problems we work on rarely have clean, definitive answers, and they often require insights from colleagues across the firm with different areas of expertise. Depending on the day, you might be diving deep into market data, tuning hyperparameters, debugging training issues, or analyzing the predictions your model makes. Note that given the IP-sensitive nature of machine learning research at Jane Street, it is unlikely that any research findings associated with the internship will be suitable for outside academic publication.   About You If you’ve never thought about a career in finance, you’re in good company. Many of us were in the same position before working here. If you have a curious mind and a passion for solving interesting problems, we have a feeling you’ll fit right in. You should be: A PhD student or postdoc working on empirical ML research problems, or someone with equivalent research experience Interested in applying logical and mathematical thinking to all kinds of problems Curious about the machine learning landscape and excited to apply state-of-the-art techniques drawn from many problem domains Fluent with a versatile set of models and tricks  Able to rapidly implement and iterate on your ideas in Python and your favorite ML framework Eager to ask questions, admit mistakes, and learn new things If you’d like to learn more, you can read about our interview process and meet some of the team. Learn more about Jane Street’s internship program here. If you're a recruiting agency and want to partner with us, please reach out to agency-partnerships@janestreet.com.

Other Ai Matches

Technical Program Manager Applicants are expected to have a solid experience in handling Software Engineering related tasks
Machine Learning Performance Engineer Applicants are expected to have a solid experience in handling Machine Learning related tasks
Strategy and Product Specialist Applicants are expected to have a solid experience in handling Strategy and Product related tasks
AML Onboarding Analyst Applicants are expected to have a solid experience in handling Legal and Compliance related tasks
Data Centre Engineer Applicants are expected to have a solid experience in handling Network Engineering related tasks
Linux Engineer Applicants are expected to have a solid experience in handling IT and Systems Engineering related tasks
Quantitative Researcher Applicants are expected to have a solid experience in handling Quantitative Research related tasks
FPGA Engineer Applicants are expected to have a solid experience in handling Software Engineering related tasks
Cybersecurity - Senior Incident Responder and Forensic Investigator Applicants are expected to have a solid experience in handling Cybersecurity related tasks
Trading Desk Operations Engineer Applicants are expected to have a solid experience in handling Trading Desk Operations related tasks
Paralegal Applicants are expected to have a solid experience in handling Legal and Compliance related tasks
Linux Engineer Applicants are expected to have a solid experience in handling IT and Systems Engineering related tasks
Machine Learning Researcher Applicants are expected to have a solid experience in handling Machine Learning related tasks
FPGA Engineer Applicants are expected to have a solid experience in handling Software Engineering related tasks
Surveillance Analyst Applicants are expected to have a solid experience in handling Legal and Compliance related tasks
Linux Engineer Applicants are expected to have a solid experience in handling IT and Systems Engineering related tasks
Quantitative Researcher Applicants are expected to have a solid experience in handling Quantitative Research related tasks
FPGA Engineer Applicants are expected to have a solid experience in handling Software Engineering related tasks
Machine Learning Researcher Applicants are expected to have a solid experience in handling Machine Learning related tasks
Software Engineer Applicants are expected to have a solid experience in handling Software Engineering related tasks
Trading Desk Operations Engineer Applicants are expected to have a solid experience in handling Trading Desk Operations related tasks
Network Analyst Applicants are expected to have a solid experience in handling Network Engineering related tasks
Tax Specialist Applicants are expected to have a solid experience in handling Tax related tasks