Description
We are a team creating a centralized system for monitoring the health, detecting anomalies, model drift, performance, and cost of all components of an AI platform.
Responsibilities
Tasks:
- develop predictive models and data monitoring tools
- conduct A/B tests and interpret their results
- analyze data and create dashboards to visualize key metrics
- conduct comparative analysis of data samples using various statistical approaches
- interpret the obtained results and present findings to management
- prepare and process data for model training
- develop prototypes of platform solutions in Python
- create REST APIs for MVP services as part of the platform.
Requirements
We expect from you:
- completed higher education in mathematics, statistics, computer science, or related disciplines
- knowledge of key data analysis and statistical methods (regression, cluster analysis, dimensionality reduction methods, etc.) and their application in work
- experience developing statistical models for anomaly and deviation detection
- proficiency in data processing and visualization tools (Python, R, SQL, Tableau/Plotly/Matplotlib)
- understanding of modern machine learning methods
- knowledge of mathematical statistics
- experience working with databases and writing SQL queries for data extraction and processing
- data visualization skills
- experience interacting with PostgreSQL
- experience using GigaChat, Kandinsky, and similar tools in products, skills in creating and/or using AI agents, instrumental proficiency in AI for analysis.
Will be a plus:
- experience in REST API development
- experience with LangGraph
- experience with Docker and Kubernetes (k8s)
- experience interacting with Kafka.
Project tech stack: Python, OpenSearch/ElasticSearch, Airflow, PostgreSQL, FastAPI, langgraph, uvicorn, docker, k8s, REST, kafka.
Conditions
We offer:
- comfortable modern office near Kutuzovskaya metro station
- the opportunity to choose a convenient schedule – office/hybrid
- annual salary review and annual bonus
- corporate gym and relaxation areas
- more than 400 educational programs from SberUniversity for professional and career development
- extended voluntary health insurance, preferential insurance for family
- flexible mortgage discount equal to 1/3 of the Central Bank's key rate
- free SberPrime+ subscription, discounts on products from partner companies
- referral bonus for recommending friends to the Sber team.
