Case Study: a job market analytics company achieves highly accurate resume-to-job matching with Innodata

Job Market Analytics Company achieves .94 kappa score with Innodata

A job market analytics company needed to train its AI recruiting platform to match job seekers with employers. This required a large dataset of highly accurate annotated job profiles. They engaged Innodata to provide this data service.

Innodata created seven taxonomies and used its annotation platform, followed by a double-blind human annotation process and an independent quality audit, to annotate 50,000 job profiles. The result was a highly accurate dataset with a .94 kappa score, which enabled the customer's AI platform to correctly identify and match resumes to job postings.