We are looking for a candidate to join the Bank's risk model implementation team. The implemented models are involved in lending processes and have a high impact. Therefore, on the one hand, the speed of implementation, and on the other hand, ensuring proper quality (correctness of implementation, setting up their automatic testing and monitoring in PROM) are of paramount importance.
Responsibilities
- participation in projects for the implementation of ready-made mathematical models in PROM (analysis and evaluation of incoming business requirements, model industrialization)
- assistance in supporting implemented models and setting up their monitoring (both proprietary solutions and related ones are used)
- development of the model implementation process within MLOps: CI/CD for ML - automation of code quality testing, setting up automatic deployment
- formation of technical requirements for refining the centralized decision-making system infrastructure to accelerate/automate model implementation.
Requirements
- higher technical or mathematical education
- Knowledge of SQL (analytical functions, subqueries, ideally - query optimization)
- Python proficiency (coding, debugging and testing code, proficiency in profiling and optimization, as well as data visualization)
- the model implementation team uses a modern technology stack in its work: BitBucket, Jira, Confluence, Pycharm, Jenkins, Kubernetes, Spark 3.2+.
Welcome:
- experience with Kubernetes, microservice architecture
- experience with Big Data technology stack (Hadoop, Spark, Hive)
- experience as a Data Engineer / Data Analyst/ Machine Learning Engineer.
Conditions
- comfortable modern office near Kutuzovskaya metro station
- office-based work format
- annual salary review
- corporate gym and recreation areas
- over 400 educational programs from SberUniversity for professional and career development
- adaptation program and supervisor support at the start (for Junior positions)
- extended voluntary medical insurance, preferential insurance for family and corporate pension program
- flexible mortgage discount equal to 1/3 of the Central Bank's key rate
- Prime subscription with the possibility of shared use by three close individuals
- reward for recommending friends to the Sber team.
