Medio Zorg
An AI recruitment platform that reads nursing CVs, understands healthcare qualifications, and matches candidates to the right openings in seconds.
Healthcare staffing is slow and manual
Medio Zorg places nurses across the Netherlands. Their recruiters spent hours reading CVs, cross-referencing qualifications, and manually matching candidates to openings. We built a platform that automates the entire pipeline, from CV intake to ranked candidate shortlists, using AI that actually understands healthcare terminology.
Key Capabilities
Automated CV Extraction
Parses uploaded CVs to extract nursing specializations, certifications, years of experience, and language proficiency.
Semantic Matching
Goes beyond keyword search with configurable relationship mapping between healthcare roles and specializations.
Candidate Ranking
Scores and ranks candidates per vacancy based on qualification fit, availability, and location preference.
Automated Vacancy Ingestion
Imports vacancy data from Medio Zorg's job board API to automatically ingest and structure new openings.
What We Delivered
Multi-criteria matching
Candidates scored on qualifications, availability, and location
Healthcare NLP
Domain-specific language processing for nursing profiles
Vacancy API
Automated ingestion of openings from Medio Zorg's job board
How It Works
CV Upload
Recruiters upload candidate CVs in any common format. The system extracts structured data: specializations, BIG registration, certifications, and work history.
Semantic Analysis
AI analyzes both candidate profiles and job openings, building a deep understanding of healthcare-specific qualifications and requirements.
Match and Rank
Candidates are scored against each vacancy and presented as a ranked shortlist, with clear explanations of why each candidate fits.
Recruiter Review
Recruiters review matches, adjust shortlists, and make final placement decisions.
Interested in a similar solution?
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