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landing_page/qdrant-landing/content/hr-tech/why-qdrant.md
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2026-02-04 20:01:18 +01:00

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