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To facilitate the retention of skilled people, industry has long identified education as an effective tool.
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For RSEs this should be helped by yet to be formed academic facilities\todo{magi: what facilities? RSE society?} that enable them to keep on learning skills after their first professional qualification, supported by the respective certification programs.
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In the longer run, Research Software Engineering should be integrated into the existing study programmes.
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One option here would be the creation of an RSE master as a specialisation for a computer science bachelor.
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One option here would be the creation of an RSE master as a specialisation for a computer science bachelor\todo{magi: why computer science in particular, it should be open to all bachelors}.
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This should be complemented by adding a minor in application-domain study programs such as biology, physics, engineering etc.\ to facilitate the communication between the corresponding two groups of RSEs.
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There are already some master's programs available, (\eg{} in Berlin, Munich and Stuttgart) that develop this specialisation on top of a domain bachelor.
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And of course there are data science curricula in the process of being created.
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