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Senior Data Scientist, Buyer


Overview

In this role you will build end-to-end ML models for retrieval, ranking, and personalization to help buyers find the perfect items in Vinted’s vast catalog. You will work closely with engineers to deploy models in high-throughput, low-latency search and recommendation systems. You’ll design evaluations and experiments to quantify business impact and collaborate with product and data partners to translate problems into ML solutions. This is a chance to shape discovery at scale in a collaborative, research-driven environment with an in-house experimentation platform.

Arbeidsvoorwaarden / Benefits
  • share options programme
  • 25 days of paid annual leave
  • Newest MacBook models
  • Lunch benefit
  • Learning budget
  • Hybrid work
Verantwoordelijkheden
  • Build and optimize end-to-end machine learning models for retrieval, ranking, and personalization
  • Collaborate with platform and software engineers to serve models in search and recommendation engines with millisecond latency
  • Lead or contribute to design proposals for new modeling approaches, features, or training pipelines
  • Define tracking requirements, perform offline evaluations, and design online A/B tests to measure business impact
  • Collaborate with Data, Engineering and Product stakeholders to identify opportunities and align on technical trade-offs
  • Share knowledge and contribute to the ML Guild and Data Science & Analytics growth
Belangrijkste vereisten
  • Proficiency in Python and SQL
  • Experience with deep learning frameworks and gradient boosting libraries
  • Solid understanding of information retrieval, Learning-to-Rank, semantic search, or sequence-based modeling
  • Experience or interest in high-performance model serving
  • Familiarity with Vespa or Elasticsearch, and serving frameworks like Triton is a plus
  • Experience with cloud-based data warehouses and large datasets
  • Strong grasp of statistics, offline metrics, and online A/B testing
  • collaborative
  • strong communication
  • problem-solving mindset
  • Python
  • SQL
  • deep learning frameworks

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