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Senior Data Scientist (RAG + Retrieval Expert)

Рівень:
senior
Джерело:
djinni.co
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Що очікуємо

  • A successful candidate has 5+ years of experience in applied data science and machine learning, with deep hands-on expertise in retrieval-augmented generation and a strong statistical foundation. They demonstrate the following:
  • RAG & Generative AI (Core Focus)
  • Proven experience designing, building, and deploying RAG-based systems in production, including chunking strategies, embedding model selection, retrieval tuning, and reranking
  • Strong understanding of hallucination mitigation techniques (grounding, citation enforcement, context window management, guardrails) and the ability to articulate tradeoffs across architectures
  • Experience evaluating RAG pipeline quality end-to-end: retrieval recall, answer faithfulness, latency, and cost

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