Machine Learning Researcher
4 days ago
- About Optiver
Optiver is a leading global market maker and tech-driven trading firm. Our mission is to constantly improve the market by injecting liquidity, providing accurate pricing, increasing transparency, and acting as a stabilizing force.
Key Responsibilities- Conduct research to improve our price forecasting models using machine learning on historical data.
- Collaborate with peers in reviewing research and solving problems.
- Improve the research workflow to facilitate rapid innovation and increase the productivity of the team.
- Participate in strategic discussions to help set the direction of our business growth.
- See the direct impact of your work in production.
- 2+ years of industry experience building applied ML models.
- Experience with bringing research to production on real-world applications.
- Proven experience in machine learning, deep learning, computer vision, natural language processing, reinforcement learning, or a related field.
- Bachelors, Masters, and/or PhD in computer science, machine learning, statistics, mathematics, physics, or a related STEM field.
- Experience using Python libraries for data science and machine learning research.
- Experience in computationally intensive research on very large data sets.
- Thrive in a collaborative research environment.
- Strong publication record in relevant conferences and journals is a plus.
- Work alongside best-in-class professionals from over 40 different countries.
- Performance-based bonus structure that is unmatched anywhere in the industry.
- Ownership over initiatives that directly solve business problems.
- 25 paid vacation days and market holidays, fully paid health insurance, daily breakfast and lunch, training opportunities, 401(k) match up to 50%, and charitable match opportunities.
- Regular social events and clubs.
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