Senior DS Engineer
6.0/10
Avito
Not specified
Hybrid
senior
about 2 hours ago
aitechPythonML pipelinesDockerGitCI/CDmicroservicesSQLVerticaTrino
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Description
Join Avito's Travel team as a Senior Data Scientist, focusing on pricing, monetization, and promo optimization tasks.
Requirements
Requirements
- •4+ years of experience in Data Science focusing on pricing, monetization, promo optimization, or related tasks.
- •Proficient in Python and experience building ML pipelines from dataset to production (sklearn, scipy, boosting, pytorch depending on the task).
- •Experience in model production: Docker, Git, CI/CD, microservices architecture.
- •Ability to work with large data: SQL at the level of complex analytical queries, experience with Vertica/Trino or similar.
- •Understanding of marketplace economics: two-sided effects, commission mechanics, and promotions.
- •Ability to explain complex models and their results to a non-technical audience: product managers, business, stakeholders.
- •Independence: able to set tasks, prioritize, and achieve results.
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