Senior Software Engineer, Search & Recommendations

The Opportunity

We're excited to welcome a talented and passionate Senior Software Engineer to join our highly skilled team. The ideal candidate will hold a deep comprehension of search and recommendations algorithms and infrastructure, including retrieval augmented generation (RAG), semantic search using embeddings, text indexing and retrieval, query understanding, various ranking algorithms etc.. In your crucial role, you'll be responsible for managing every aspect of our sophisticated enterprise search system, spearheading the design, development, and optimization of search system accuracy and performance.

Your Impact

• Design, develop, and oversee our enterprise search infrastructure, employing a mix of vector databases, full-text search engine, and relational database techniques.
• Understand the user's information needs by developing deep learning-based NLP algorithms to analyze, reformulate and suggest search queries effectively.
• Design, implement, and deploy various ranking algorithms to deliver the most relevant results with the best user experience.
• Evaluate and optimize algorithm accuracy by focusing on key metrics..
• Constantly track and analyze end-to-end system performance, leading improvement initiatives as required.
• Stay informed about the latest industry developments and emerging technologies, aligning our search system with, or advancing it beyond, the industry benchmarks.

We're looking for someone who

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