CareerBERT: Matching resumes to ESCO jobs in a shared embedding space for generic job recommendations

URN to cite this document:: urn:nbn:de:bvb:355-epub-751782
DOI to cite this document:: 10.5283/epub.75178

Rosenberger, Julian

; Wolfrum, Lukas ; Weinzierl, Sven ; Kraus, Mathias

; Zschech, Patrick

License: Creative Commons Attribution 4.0
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Date of publication of this fulltext: 11 Mar 2025 05:49

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Abstract

The rapidly evolving labor market, driven by technological advancements and economic shifts, presents significant challenges for traditional job matching and consultation services. In response, we introduce an advanced support tool for career counselors and job seekers based on CareerBERT, a novel approach that leverages the power of unstructured textual data sources, such as resumes, to provide ...