Data Scientist, Trading & Execution
Core
Develop and deploy machine learning, AI, and statistical models to forecast market movements, uncover trading patterns, and analyze vast datasets including market data, social media sentiment, and economic indicators.
Role type
Data Scientist, Trading & Execution
Builds
Predictive models for market, sector, alpha, and security rankings
Domain
Financial markets, quantitative trading, alternative data
Deliverable
production ML models
Required skills
Python, statistical & probability analysis, quantitative methods, machine learning, AI techniques, data manipulation, hypothesis testing
Preferred skills
financial markets knowledge, market microstructure, trading algorithms, behavioral finance
Technologies
Pandas, NumPy, PyTorch, scikit-learn
Responsibilities
Collect, clean, and analyze vast datasets to uncover trading patterns; Develop and deploy ML/AI/statistical models to forecast market movements; Rigorously test, evaluate, and refine models for robust decision making; Handle data preparation and management for model building
Seniority
Mid-level, hands-on IC