ARTICLE27
AI-Powered Semantic Job Matching System Using FastAPI, Vector Databases, and Dual Encoders
DEV.to AIΒ·May 10, 2026
JobSync is an AI-powered semantic job matching system that moves beyond keyword matching by using vector embeddings and dual encoders to understand the meaning of job descriptions and candidate profiles. Built with FastAPI and Qdrant, it effectively connects candidates with roles by recognizing closely related concepts.
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