Jane Street
Machine Learning Researcher
Eligibility
- Currently studying undergraduate or PhD/postdoc
- Practical experience in machine learning problems
Machine Learning Researcher internship at Jane Street in Hong Kong involving working closely with ML researchers on projects with novel ML ideas applied to systematic trading strategies, designed for current students at various levels.
Responsibilities
- Work side by side with experienced ML Researchers on projects combining novel ML ideas and relevance to systematic trading strategies
- Use petabytes of data and large computing/GPU clusters for model training and experimentation
- Study unexplored datasets, try new modeling paradigms, or implement novel blue-sky approaches
- Dive deep into market data, tune hyperparameters, debug training issues, analyze model predictions
Requirements
- Undergraduate, PhD student, or postdoc with practical ML experience
- Interest in applying logical and mathematical thinking
- Curiosity about applying state-of-the-art ML techniques
- Fluent in Python and ML frameworks
- Eager to learn and collaborate
- Fluent in English
Skills
- Machine learning
- Python
- ML frameworks
- Statistical and computational thinking
- Data analysis
- Employer posted
- Last checked