Jumptrading
Campus AI/ML Researcher (Intern)
Hong Kong; Shanghai; Singapore. Posted 2 months ago
The role
Researchers will implement open-ended research projects from concept to production. They will continuously improve model design, tools, and infrastructure for quantitative research and monetization processes.
What you will do
- Implement an open-ended research project from concept to production
- Continuously improve model design, tools, and infrastructure
- Other duties as assigned or needed
Required qualifications
- Demonstrated ability to apply machine learning to achieve state-of-the-art capabilities in complex and challenging domains
- Strong publication record at ICML, ICLR, AAAI, NeurIPS, UAI, KDD, or equivalent and/or contributions to open-source AI research
- Familiarity with ML libraries/frameworks such as PyTorch, TensorFlow, and/or JAX
- Proficiency in Python and/or C++
- Ability to thrive in a collaborative, team-oriented environment
- Ability to reason through quantitative problems and communicate effectively with trading researchers
- Strong general ML background with exposure to modern deep learning techniques and/or language modeling architectures (e.g. transformers, SSMs)
- Reliable and predictable availability required
- Creative thinkers who are driven, self-motivated, and eager to solve challenging problems with a pragmatic outlook
About the company
Jump Trading Group is committed to world class research. They empower talents in Mathematics, Physics, and Computer Science to apply cutting edge research to global financial markets.