Quantitative Researcher Futures
Core
Develop and improve systematic trading signals using machine learning and statistical methods for non-linear signal modeling and regime-aware frameworks.
Role type
Quantitative Researcher (Systematic Trading)
Builds
Non-linear signal combination frameworks, regime-aware models, and integrated trading signals for live trading.
Domain
Financial Markets / Quantitative Trading
Deliverable
production ML models
Required skills
Machine learning, statistics, optimization, Python, time-series data analysis, predictive modeling
Preferred skills
Non-linear modeling, regime-aware frameworks, portfolio construction
Technologies
Python, ML libraries
Responsibilities
Design non-linear signal combination frameworks; Build regime-aware models based on market states; Research and validate ML-based trading signals; Integrate signals into risk sizing and portfolio optimization; Collaborate with traders to transition research to production.
Seniority
Mid-level, hands-on IC