Data Scientist

Location: Remote (Russia)

Salary: up to 360,000 ₽ (before taxes)

Точка 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.