Mabelin is a Statistician in the Statistical Standards and Methods Unit of the ILO Department of Statistics, focusing on labour statistics and currently supporting the revision of the ISCO. She has extensive experience in labour market statistics and specializes in transforming complex data into meaningful insights. Previously, she worked as a Statistics and Data Analysis Officer at UNHCR, where she focused on responsible data for refugee children and co-led the development of the Integrated Refugee Data Finder, with a particular emphasis on establishing statistical standards for data publication. She has also worked as a Statistician at DANE, the Colombian National Statistical Office, and with the Economics Department of the OECD.