Локація:
Віддалено, Україна
We are looking for result-oriented and self-motivated researcher with mathematical background to join the risk management system development team.
Responsibilities:
Since Quantfury is a broker, it has its own trading floor. The team is developing a risk management system for the trading desk. For Data Scientist (DS), this is essentially the creation of machine learning models based on the broker's internal data and additional algorithms such as ensembles, q-learners to generate various signals. This team works with traders' tasks and thoroughly tests new hypotheses with teammates - other DSs, data engineers, and developers. This is not a price-based price prediction. And this is not a trading bot coding.
Data Scientist related skills:
- Mathematical Statistics, Probability Theory
- Time-Series Analysis (Forecasting methods, Time-Series Clustering, change points detection)
- Intellectual Data Analysis (statistical data analysis, data processing, detection of multi-correlation and heteroscedastic effects, missing data handling, outlier detection, clustering algorithms)
- Machine Learning (Understanding full lifecycle of Machine Learning solutions, applying metrics for understanding the quality of ML models, overfitting detection techniques, imbalance data handling, feature importance)
- Neural Networks
- Neural-Evolutionary algorithms
Programming skills:
- Python (pandas, numpy, keras, SciPy, scikit-learn, matplotlib)
- SQL
Other skills:
- English
- Professional Experience
- Working on R&D project with financial data
We provide:
Standard social package, flexible schedule and friendly international team.
О компании Quantfury:
Licensed Broker.
Frontend and backend development of applications for the financial sector: payment management systems, accounting and financial management. We develop security and scalability-oriented solutions including user interfaces, third party integrations, automations, role based access control, digital signatures and key infrastructure management implementation, custom reports and dashboards using Analytics and Business Intelligence (BI) Platforms, data warehouses and ETL processes.
The full cycle of building production machine learning systems and pipelines. Audit third-party machine learning systems and processes.
DevOps, Information security and Technical support.
Сайт компании: https://www.quantfury.com
