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Overview
Join Avito as a Senior Data Scientist to design and build ML systems for pricing, promo allocation, and demand forecasting. Avito is a leading online marketplace in Russia, offering a platform for users to buy and sell goods and services. The company is expanding its team in the Travel division.
What you'll do
- •Design and build ML systems for pricing, promo allocation, and demand forecasting.
- •Decompose business tasks into ML/optimization formulations.
- •Design and analyze experiments (A/B, switchback, causal inference).
- •Integrate models into products: realtime/batch pipelines, backend service integration.
- •Ensure ML system maturity: monitoring, alerts, tests, documentation, reproducibility.
- •Influence product and business decisions through data.
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