Data Scientist
Office
Remotely
Full-time
Permanent work
Looking for a Data Scientist for working on a trading product.
Requirements:
- Previous experience (1-3 years) in creation of solutions which utilize machine learning under the hood;
- Upper/Intermediate level of English written and verbal;
- Must: Python, SQL, Git;
- Preferable: PyTorch, PySpark, Docker, cloud computing concepts (AWS).
Will be a plus:
- Experience in client scoring models and utilization of predictive metrics in decision making;
- Successful participation in Kaggle competitions;
- Understanding of how to analyze client behavior and business metrics.
Tasks and responsibilities:
- Communicate with Business departments to understand the current requirements and how product changes affect existing solutions;
- Improve the performance of existing machine learning solutions;
- Develop new models, which predict user behavior and its properties in the application - churn, conversion, LTV prediction etc.;
- Productionalize the models - create code for data preprocessing, prediction and transferring the results to business;
- Do exploratory data analysis (EDA) of client behavioral data using Python+SQL and PySpark;
- Improve internal codebase and create tools to automate ML model lifecycle.