Quantitative Researcher
Core
Develop and deploy machine learning and AI models to optimize pricing, forecasting, risk management, and trading decision-making in a market-making environment.
Role type
Senior IC quantitative researcher (market making)
Builds
Production ML models for pricing, hedging, and risk management
Domain
Financial services / Market making
Deliverable
production ML models
Required skills
Machine learning and AI techniques, Python, SQL, time-series analysis, feature engineering, model validation, cross-validation, out-of-sample testing
Preferred skills
Experience in trading, market making, electronic execution, or derivatives
Technologies
scikit-learn, XGBoost, PyTorch, TensorFlow
Responsibilities
Coach and mentor quantitative researchers, conduct research on alpha opportunities and pricing improvements, partner with developers to productionize research outputs, translate analytical findings into recommendations
Seniority
Senior, hands-on IC with mentorship responsibilities