Machine Learning Researcher
Core
Build deep learning models for trading strategies in a competitive multi-agent environment using large models and nonstationary datasets.
Role type
Senior IC machine learning researcher (trading)
Builds
Deep learning-based trading strategies
Domain
Finance + Machine Learning
Deliverable
production ML models
Required skills
empirical ML problem solving, logical and mathematical thinking, state-of-the-art research across ML domains, fluency with diverse ML models, hands-on Python coding, rapid implementation and iteration
Preferred skills
hiring new colleagues, attending conferences, teaching techniques to teammates
Technologies
Python, deep learning frameworks, high-end GPU clusters
Responsibilities
Train models for next-generation trading strategies, debug distributed training performance, study model behavior in production, hire new colleagues, attend conferences, teach techniques to teammates