• Firms increasingly resort to Big Data Analytics.
• There is a lack of clarity about the skills required in Big Data professions.
• Four Big Data job families are identified.
• Nine groups of Big Data skills that are being demanded by companies are identified.
• The appropriate competencies required within each Big Data skill set are identified.