Data Scientist in Uklon

The leading Ukrainian ride-sharing service Uklon, in connection with the expansion, is looking for ** Data Scientist **, which will become part of the Data Science & Analytics Team in the development and development of the company's products. ** Requirements: ** - Excellent knowledge of higher mathematics, probability theory, mathematical and applied statistics. - Experience of more than 2 years with Python (statistical and ML packages). - Expert knowledge in SQL. - Knowledge of Git and Gitflow Workflow. - Availability of successful cases of integration of DS logic into the product. - The presence of examples of successful insights to identify non-obvious patterns of product performance. ** There will be an advantage: ** - ML serving tools: Kubeflow, MLFlow. - ETLs Tools (one of): Airflow, AWS Glue. - Cloud (one of): AWS, GCP. - ElasticSearch. - BI tools (Tableau, Superset). ** We offer: ** - Quarterly bonuses. - other social bonuses and compensations (birth of a child, reimbursement of testing for COVID-19, etc.). - Opportunity to attend paid seminars, workshops, trainings and conferences; participation in hackathons, forums, team building sessions. - Exchange of knowledge among teams (lectures, courses, mentoring program); corporate library and Pluralsight subscription. - Corporate training in English at different levels. - Hospital without restrictions. - The main leave is 20 working days a year, additional - on a birthday, for donation. - Ability to choose a convenient format of work (office / remote / mixed format), so you have the opportunity to work from anywhere in Ukraine and the world. - Flexible schedule. - Corporate leisure, sports sections (football, yoga). ** Being part of the Uklon Team is: ** - Work in a team of experts. - Extensive opportunities for training and growth in the team, support for initiatives. - Ability to constantly improve your level, performing only interesting tasks with a challenge. ** Responsibilities: ** - Implementation of intelligent services and logic in the work of the main product. - Suggestions and hypotheses for finding and improving the product, bottleneck detection. - Using methods and models of data analysis to solve problems and find answers to product hypotheses. - Implementation of successful tools in prod, support and training of models on an ongoing basis; risk assessment. - Search for patterns in user behavior, participation in the generation of product cases as a result of found insights. - Participation in the process of forming requirements for data collection. ** Goals for 1 month: ** - Work with user behavior analytics, analysis and search for patterns in analytical events of user behavior. - Search for antifrod patterns. ** Goals for 3 months: ** - Adaptation in the team and team. - Performing product optimization tasks. - Execution of tasks according to the priorities of the scope of the department. ** Goals for 6 months: ** - Work with cartographers, routes, autocomplete. - Parse the message context and user feedback to optimize SLA when processing OCC, speed up the processing of critical messages. - Forecasting demand (long-term and short-term) based on data from 3rd party sources; forecasting the share of Uklon trips. - Forecasting the time of delivery of the car to order. - Congestion - collection and analysis of GPS. - Forecasting landing points. - Financial transactions (payments, cancellations) - forecasting and finding anomalies. ** More about the company and the team: ** http://careers.uklon.ua