landing_page/qdrant-landing/content/hr-tech/why-qdrant.md

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Why Qdrant for HR Tech	id icon title description 0 src alt /img/hr-tech/filter-icon.svg Filter icon Advanced Filters for Precision Hiring With Qdrant, strict filters can be applied alongside semantic search without sacrificing performance, enabling real hiring workflows (location, certifications, categories, salary bands). id icon title description 1 src alt /img/hr-tech/rocket-icon.svg Rocket icon Engineered for Real-Time Matching & Speed In recruitment, speed is a competitive advantage. Qdrant's architecture is built to keep ranking responsive and reduce the "latency spike" behavior teams encounter in legacy setups. id icon title description 2 src alt /img/hr-tech/chart-icon.svg Chart icon Scalability Without Cost Spikes Scale from millions to tens of millions of vectors with cost-conscious optimization options (e.g., quantization) while maintaining throughput. id icon title description 3 src alt /img/hr-tech/search-check-icon.svg Search check icon Handling Fuzziness by Design Job titles and skill taxonomies are inconsistent, but Qdrant surfaces strong matches even when terminology doesn't line up with semantic similarity and recommendations.	true