--- title: "The problem: recruitment data is fuzzy, but hiring constraints are strict" paragraphs: - "Recruitment search and matching must handle ambiguity (skills synonyms, inconsistent job titles, incomplete resumes), and enforce hard constraints (location, work authorisation, certifications, salary bands, categories)." - "\"Semantic match\" alone is insufficient if the candidate or job fails mandatory filters, and keyword-only search misses great matches when terminology doesn't line up. Additionally, job application numbers are increasing due to AI." sitemapExclude: true ---