Senior Data Scientist (RAG + Retrieval Expert)
- Рівень:
- senior
- Джерело:
- djinni.co
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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