Member of Research Staff, Reinforcement Learning, Voleon Securities
Core
Develop and scale reinforcement learning models for financial market prediction and portfolio optimization to govern trading strategies.
Role type
Senior IC reinforcement learning researcher (financial applications)
Builds
Production RL models for securities trading
Domain
Financial markets / Reinforcement Learning
Deliverable
production ML models
Required skills
Reinforcement learning, Optimal control, Mathematical modeling, Python, GPU computing, Experimental design, Academic research
Preferred skills
Ph.D. degree, Top-tier conference publications, Financial industry experience
Technologies
Python, GPUs
Responsibilities
Propose RL research innovations to build and optimize trading strategy models, Prepare and analyze datasets to assess predictive efficacy, Develop and implement new models in production, Design experiments to evaluate model success in live environments, Collaborate with software engineers to drive tangible outcomes, Stay current on RL academic research for novel approaches