The Competency Extraction DPO Dataset is a specialized dataset designed to extract competency profiles from scientific publications. The dataset focuses on identifying and structuring competencies found within the abstracts of academic papers. It contains a total of 6,179 samples and provides valuable insights into automated competency extraction.