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What are the knowledge and skill requirements for actuaries? What are functions and professional roles that are requested due to recent developments like digital transformation? These questions are examined by analyzing job advertisements in Germany, Austria and Switzerland in 2018. Job advertisements are used to get an impression which skills are demanded in the marketplace. The study provides insights in staffing needs and required qualifications for actuaries.