Middle Data Science in Pershiy Ukrayinskiy Mizhnarodniy Bank, AT / PUMB

Qualifications and experience.

Required

• Higher financial and economic, mathematical or information technology education.
• Work experience of at least 2 years in the field of Data Science/Machine Learning in the banking, financial or information technology sphere
• Experience Python programming at least 2 years (including machine learning libraries numpy, pandas, scikit-learn, pytorch, seaborn)
• SQL experience at least 2 years (incl. writing queries, procedures and query optimization)
• Experience with version control systems (github, gitlab)
• Skills in preparing different types of data for modeling
• Skills in learning classical machine learning models (classification, regression, clustering)
• Interpretation skills of machine learning models
• Presentation skills, including explaining complex concepts in a format understandable to a non-technical audience

Favorites

• Skills for preparing reports for monitoring model results using PowerBI, Tableu, SSRS
• Skills for deploying machine learning models
• Skills for training machine learning models based on neural networks
• A/B testing skills
• BigData skills

Functional requirements'links

• 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 on the basis of predicative analytics for the growth of the bank's profit
• Uploading and preparation of data for the implementation of Data Science models for solving relevant business tasks
• Implementation, training and interpretation of Data Science models for solving relevant business tasks< /li>
• Presentation of obtained results and insights to business customers
• Creation of necessary reports, monitoring of model performance
• Support of models, generation of ideas for their further improvement
• Research of new models, methods and tools for solving Data Science tasks, demonstrations and lectures based on research results for the team

Why PUMB?

• One of the best employers in Ukraine
• Flexible work schedule with the possibility of remote work
• Professional and friendly team
• Tsikavi and diverse tasks and projects, which are implemented using modern approaches and technologies
• Decent remuneration, completely "white salary"
• Continuous development of competencies and the possibility of professional growth
• Medical insurance