Data Scientist
Core
Develop predictive financial signals (alphas) and systematic investment strategies using machine learning on global market data.
Role type
Senior IC data scientist (quant finance)
Builds
Proprietary alpha models and financial strategies
Domain
Quantitative finance / algorithmic trading
Deliverable
production ML models
Required skills
machine learning, deep learning, C++, Python, data structures, algorithms, optimizations, feature engineering, data cleaning, unstructured data processing
Preferred skills
financial market knowledge, ACM-ICPC participation
Technologies
C++, Python
Responsibilities
Develop features and metrics for data processing; perform analysis and generate models of financial datasets using machine learning; process, clean, and verify integrity of unstructured data; develop data to predict financial market movement; transfer data into internal infrastructure using algorithmic techniques
Seniority
Senior, hands-on IC