ML Developer for the Market Dynamic Pricing Team

What awaits you in our team: * Huge business impact. Your models will manage prices for millions of products, influencing billions of rubles in revenue. * Fast development cycle: a finished model can go into production in just two hours. * Powerful infrastructure: access to a powerful CPU/GPU cluster for rapid hypothesis testing. * Lots of data on millions of products and users.

About the team

We directly influence business metrics (algorithm improvements immediately affect sales and service economics) and manage billions of rubles per month. We conduct dozens of experiments per month, quickly test new ideas, and receive feedback. Our non-standard tasks have no ready-made solution, plus they require constant improvements and refinements due to the competitiveness of the business and the large number of involved players (users, stores, competitors, market).

Learn about the development of Yandex urban services at dev.go.yandex

What tasks await you

Improving ML Models You will improve ML pricing models and implement new features. Explore various approaches to modeling demand elasticity. Integrate your developments into the online inference infrastructure. Launch and analyze A/B tests, evaluating the impact of models on the business.

We expect you to

• Have worked with classical ML methods
• Be proficient in Python and SQL
• Understand the basics of mathematical statistics
• Have applied ML to solve business problems and optimize processes