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Yandex is looking for an ML Developer to enhance insurance product distribution and risk scoring models, focusing on user selection and data-driven insights.
Yandex is a leading technology company that develops various services and products, including search engines, cloud services, and machine learning solutions.
- Distribution of insurance products, developing user selection models for relevant insurance products.
- Risk scoring, enhancing risk assessment models for various insurance products.
- Working with data and ML pipelines, collaborating with teams to gather data and analyze A/B test results.
- Proficient in Python and SQL.
- Strong foundation in classical ML, experience with tabular data.
- Understanding of proper validation principles and potential data leaks.
- Ability to independently manage research or product tracks from hypothesis to conclusions.
- Comfortable working with incomplete data and ambiguous targets.
- Capable of clearly explaining model logic and assumptions to the product team.
- Critical approach to data, metrics, and results.