Description
We develop and implement complex ML solutions for automation and intelligent analytics in the automotive industry. Your models will directly influence key business processes and be adopted by millions of users.
Responsibilities
- identifying business needs, translating business goals into DS language
- collecting data from various sources (SQL/NoSQL), extracting useful signal from them
- prototyping, developing, validating, and preparing ML models for PROD
- documenting development artifacts
- A/B testing, evaluating, and defending the financial impact of model integration into business processes
- improving algorithms and existing pipelines
- interacting with business stakeholders, presenting results of research and implementations.
Requirements
- 2+ years of experience in a DS role and deep understanding of classical ML
- advanced knowledge of statistics and machine learning
- experience in evaluating result quality (DS and business validation)
- experience in conducting A/B tests
- good knowledge of Python, SQL.
Conditions
- comfortable modern office near Kutuzovskaya metro station
- work format - full office 5/2
- annual salary review, annual bonus
- corporate gym and recreation areas
- more than 400 educational programs from SberUniversity for professional and career development
- extended voluntary health insurance, preferential family insurance, and corporate pension program
- 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.
