The datasets consist of a pair of tabular 2000 curricula and 2000 job offers generated by a trained generative causal model. The generation process followed a causal graph inferred by domain experts. The features are compliant with European ontologies, such as the European Skills, Competences, Qualifications, and Occupations (ESCO) for defining skills and occupations, and the European Qualifications Framework (EQF) for describing educational backgrounds.