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Data Scientist
360 000₽
Описание вакансии
Текст:
Location: Remote (Russia)
Salary: up to 360,000 ₽ (before taxes)
is a fintech company creating an online bank and services for entrepreneurs and enterprises with over 700,000 clients.
Overview
Join the Sales-ML team to develop ML and LLM products improving client acquisition and personalization. Work on classic ML tasks, NLP dialogue analysis, and LLM projects.
What you will do
- Participate in full ML project lifecycle from requirements to production deployment.
- Prepare data pipelines, feature engineering, and model training.
- Deploy solutions using Airflow DAGs and collaborate with backend developers.
- Design A/B tests and analyze business results.
Requirements
- At least 2 years experience in classic ML
- Proficient with Git, OOP principles, and code style adherence.
- Experience with SQL databases, indexes, window functions, and pandas.
- Experience with visualization frameworks and feature generation/cleaning.
Nice to have
- Experience with MLflow and Airflow.
- Basic NLP skills including stemming, lemmatization, TF-IDF, Levenshtein distance, Bert vectorization.
- Understanding of A/B testing.
Culture & Benefits
- Flexible 5-day workweek with remote or office options.
- Clear career growth system by grades.
- Freedom in work methods without micromanagement.
- Company-provided equipment and paid training opportunities.
- Health benefits after probation including dental, psychologist, health checkups, and extra days off.
- Active corporate life with events and social activities.