Jane Street
Quantitative Researcher
New York, New York, United States · Full-time · Posted Aug 1, 2022
- Experience
- No specific number of years stated.
About the job
Develop statistical and machine-learning models, strategies, and systems to price and trade financial instruments.
What you'll do
- Apply experiment design, dataset generation, time-series analysis, feature engineering, and model building to financial data.
- Collaborate with researchers, engineers, and traders to train models, architect systems, and run trading strategies.
- Adapt research findings into actionable trading strategies and examine model performance in production.
What they ask for
- Strong programming skills and comfort with Python.
- Ability to apply logical and mathematical thinking to problems.
- Intellectual curiosity and willingness to ask questions, acknowledge mistakes, and learn.
- Open-mindedness, precise communication, and enjoyment of collaboration.
Nice to have
- Experience with data science or machine learning.
- A PhD or other research experience.
Tools
Python
AI focus
Use statistical and machine-learning approaches, including linear models and deep learning, to build models for financial data and trading.
Model-written summary · the original posting is authoritative