Vatic Labs is looking to solve the problem of developing fully autonomous trading agents and cutting-edge technology by exploring vast amounts of market data, researching different AI approaches, and applying machine learning algorithms and statistical approaches to discover and capitalize on trading opportunities.
Requirements
- Demonstrable experience coding in C++ or Python in a Linux environment
- Have experience analyzing large datasets with rigorous statistical and machine learning approaches, including classification, clustering, and regression.
- In depth technical knowledge of AI, deep learning, and machine learning algorithms including strong knowledge of the mathematical underpinnings behind these various methods
- Have deep knowledge of time-series analysis
- Advanced knowledge of a high-level language for numerical analysis, Python (numpy/scipy stack) preferred
- Contribution to AI and ML research communities, top tiered peer reviewed publications, publishing/presenting papers at conferences such as NIPS, ICML, etc.
Responsibilities
- Contribute to the research and development of fully autonomous trading agents
- Explore vast amounts of market data
- Research different AI approaches
- Apply cutting edge machine learning algorithms and statistical approaches to this data to discover and capitalize on trading opportunities
- Analyze large datasets with rigorous statistical and machine learning approaches, including classification, clustering, and regression
- Apply rigorous analytics to test hypotheses derived from years of successful quantitative trading
Other
- Earned or will earn a PhD or Master's Degree in Computer Science, Statistics, Mathematics, Electrical Engineering, Physics, or related fields
- Have innate curiosity for understanding why and how certain techniques work
- Have an interest and enthusiasm for learning about financial markets (previous experience not required)
- Collaboration is the key to our success.
- We are passionate about hiring the best and the brightest, empowering them with the tools and mentorship needed to be successful.
