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Juicebox Enhances Talent Search with Amazon OpenSearch Service

AI-powered recruitment platform Juicebox is leveraging Amazon OpenSearch Service's vector database to improve its candidate search across over 800 million profiles.

13 October 2026
Juicebox Enhances Talent Search with Amazon OpenSearch Service

Amazon Web Services (AWS) announced that its Amazon OpenSearch Service is powering Juicebox's enhanced recruitment search capabilities. Juicebox, an AI-driven talent sourcing search engine, utilizes OpenSearch Service to refine its ability to identify top candidates from a database exceeding 800 million profiles.

Traditional recruitment search engines often rely on basic keyword matching, which struggles to capture the nuances of complex queries. This frequently results in a high volume of irrelevant search results, leading to inefficiencies for recruiters. Juicebox faced these challenges due to its expanding data volumes and the need for rapid, accurate searches.

To address this, Juicebox integrated Amazon OpenSearch Service, which combines traditional full-text search with advanced semantic search. This approach allows for a deeper understanding of query context, yielding more precise results and significantly reducing the time recruiters spend sifting through unsuitable candidate profiles.

OpenSearch Service provides real-time search, monitoring, and analytics for businesses. Juicebox specifically benefits from its vector database capabilities, enabling meaning-based searches that better align results with the intent behind a query. This integration facilitates faster and more effective candidate identification, a critical factor in today's competitive job market.

Original source: aws.amazon.com