Machine Learning Researcher
$200,000–$300,000 year
On-site · New York City, New York, United States
Job Summary
Machine Learning Researcher at Virtu focusing on high-impact research across machine learning and deep learning for algorithmic trading. You will tackle complex problems from feature engineering and deep learning architecture design to training dynamics and execution strategy, with reinforcement learning experience a bonus. Expect collaboration with quantitative traders, researchers, and developers to transform market insights into actionable data features and predictive models that influence P&L. The role emphasizes building production-ready solutions that deliver tangible business outcomes in a fast-paced, results-oriented setting.
Required Qualifications
- Minimum 2 years of applied experience developing deep learning solutions across diverse fields
- Proven capability in applying machine learning methodologies between different problem domains and application areas
- Strong production mindset with emphasis on delivering solutions that create bottom-line value and tangible business outcomes
- Proficient in rapid prototyping and iterative development using Python and contemporary deep learning frameworks
- Advanced programming expertise in core PyTorch/JAX framework development; exposure to C++ in production environments is a plus
- Comfortable partnering with other researchers, developers, and traders and working on cross-functional projects in a collaborative environment
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