Quantitative Developer | Trading team
Jump Trading28 days ago
Hong Kong, Hong KongSenior
Responsibilities
- Build and improve the team’s proprietary end-to-end machine learning pipeline, including features, algorithms, model design, tools, and infrastructure.
- Develop tools for market microstructure research and collaborate with quantitative researchers to generate and analyze features.
- Design a portfolio optimization system supporting comprehensive portfolio management strategies.
- Develop, test, deploy, and maintain research infrastructure, production trading systems, data pipelines, and system upgrades.
- Automate and improve deployment, configuration, and validation processes while troubleshooting production issues and supporting end users.
- Improve production-system scalability and maintain reliable operation of the trading environment.
Requirements
- At least 5 years of solving challenging problems through coding with measurable metrics and impact in industry and/or academia.
- Strong software development skills in Python and/or C++.
- Ability to reason through quantitative problems and communicate effectively with quantitative researchers.
- Over 2 years of experience with industrial-grade codebases using compiled languages such as C++ is advantageous.
- Familiarity with high-performance computing and distributed large-scale model training is a plus.
- Strong learning ability, intellectual curiosity, versatility, originality, and a pragmatic outlook.
- Reliable and predictable availability to support smooth production-system operations.
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