We are looking for a passionate Research Analyst, who will play a crucial role in optimizing our complex production system through advanced analytics and machine learning. You will work on challenging problems in a dynamic environment, leveraging your expertise in statistical analysis and uplift modelling.
## Responsibilities
- Develop and implement performance metrics
- Identify bottlenecks and opportunities for market share growth
- Optimize trading constraints and evaluate changes
- Conduct A/B tests and analyze data
- Decompose strategies into measurable components
- Detect anomalies and analyze performance issues
- Accelerate decision-making processes by designing analytical dashboards
- Improve simulation credibility by training dynamic parameteric models
## Requirements
- Strong Python skills with experience in pandas, numpy, and PyTorch
- Solid understanding of probability theory and mathematical statistics
- Proven experience in data analysis and machine learning
- Expertise in statistical testing and A/B experiment design
- Familiarity with ML system design
- Passion for investigating complex open-ended questions through data analysis
- Desire to develop decision-making skills based on probabilistic metrics
- Enthusiasm for optimizing metric sensitivity and power
## What we offer
- High base salary and social benefits
- Generous bonus structure
- Cutting-edge hardware and software in production
- Ownership over initiatives that directly solve business problems
- Ability to trade on dozens of international exchanges
- Flexible workflow and working schedule
- Tuition reimbursement, conference and training sponsorship