Member of Research Staff
Core
Conduct applied research in statistical machine learning to build predictive models for financial market prediction and portfolio optimization.
Role type
Senior IC applied machine learning researcher (finance)
Builds
Production ML models for investment strategy and live trading
Domain
Finance / Quantitative Investment / Machine Learning
Deliverable
production ML models
Required skills
statistical machine learning, mathematical modeling, Python, R, large-scale computing, experimental design, model validation
Preferred skills
Ph.D. degree, publication record, software development techniques
Technologies
Python, R
Responsibilities
Develop and optimize models governing investment strategy, prepare and analyze datasets for predictive efficacy, implement new models into production, design experiments to evaluate models in live environments, collaborate with software engineers to drive progress
Seniority
Senior, hands-on IC