MY BANK IS MY SUPPORT. font-style: normal">MY PEOPLE. MY BUSINESS. MY FREEDOM. 400">Scientist (retail business risk management)Key tasks:organization of obtaining historical data, including from external sources;preparation of data for training models (cleaning, transformation, normalization);conducting EDA (exploratory data analysis) to identify patterns;development and optimization of models (logit regression, decision tree);comparing the accuracy of models, choosing the best model;testing an
MY BANK IS MY SUPPORT. font-style: normal">MY PEOPLE. MY BUSINESS. MY FREEDOM.
400">
Scientist (retail business risk management)Key tasks:
- organization of obtaining historical data, including from external sources;
- preparation of data for training models (cleaning, transformation, normalization);
- conducting EDA (exploratory data analysis) to identify patterns;
- development and optimization of models (logit regression, decision tree);
- comparing the accuracy of models, choosing the best model;
- testing and monitoring models.
For this position, you need:
- higher education;
- knowledge of Python (pandas, NumPy, scikit-learn);
- experience working with databases (MS SQL);
- knowledge of machine learning algorithms (regression, clustering, decision trees) etc.);
- knowledge of basic probability distributions, hypothesis testing methods, conducting A/B testing;
- practical experience of building models from 2 years;
- knowledge of model quality metrics and the ability to interpret them.
We guarantee:
- conditions for professional and career growth of each employee;
- official employment with observance of all social guarantees according to the Labor Code (paid sick leave, leave from 29 calendar days per year);
- free health insurance for all employees.
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