Middle Data scientist in PUMB (First Ukrainian International Bank)

Qualifications and experience.

Required

• Higher financial and economic, mathematical or information technology education.
• Experience of not less than 2 years in the field of Data Science/Machine Learning in banking, finance or information technology field
• Experience of Python programming not less than 2- x years (including libraries for machine learning numpy, pandas, scikit-learn, pytorch, seaborn)
• Experience with SQL at least 2 years (including writing queries, procedures and query optimization)
• Experience with version control systems (github, gitlab)
• Skills in preparing different types of data for modeling
• Skills for training classic machine learning models (classification, regression, clustering)
• Skills for interpreting machine learning models
• Presentation skills, including explaining complex concepts in a format understandable to a non-technical audience

• Quality and timely solution of business tasks in the direction of data analysis with the help of machine learning methods to obtain the maximum business effect
• Regular communication with other departments of the bank to set business tasks based on predicative analytics for the growth of the bank's profit
• Download and data preparation for the implementation of Data Science models to solve relevant business tasks
• Implementation, training and interpretation of Data Science models to solve relevant business tasks
• Presentation of the obtained results and insights to business customers
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• Creating the necessary reports, monitoring the performance of models
• Supporting models, generating ideas for their further improvement
• Researching new models, methods and tools for solving Data Science tasks, demonstrations and lectures based on the results of research for the team

Why PUMB? employers of Ukraine