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Join Alfa-Bank as a Junior Data Scientist to develop and support credit risk models for legal entities. Work in a hybrid format with a focus on remote collaboration.
Join Alfa-Bank as a Junior Data Scientist to develop and support credit risk models for legal entities. Work in a hybrid format with a focus on remote collaboration.
Responsibilities
- Participate in the development and support of credit risk models for legal entities
- Analyze data, create features, implementing Feature store, and select features for models
- Apply machine learning algorithms: linear models, random forest, gradient boosting
- Test new data sources and modeling approaches, including various advanced architectures
- Present results to business clients
- Participate in research and propose your own ideas
Requirements
- Higher or incomplete higher education in mathematics, economics, data analysis, or related fields
- Basic knowledge of probability theory, mathematical statistics, and machine learning
- Skills in Python and analysis libraries pandas, numpy, scikit-learn, and modeling XGBoost, LightGBM, CatBoost
- Basic knowledge of SQL and understanding of the main stages of data preparation
- Willingness to learn, develop, and work in a team
- Will be a plus:
✓ Direct apply: you message the hiring person. No ATS.