  Over the past three years we have built a practice-oriented, bachelor level,
educational programme for software engineers to specialize as AI engineers. The
experience with this programme and the practical assignments our students
execute in industry has given us valuable insights on the profession of AI
engineer. In this paper we discuss our programme and the lessons learned for
industry and research.
