![]() Whether we need to perform all of these roles or not, it would be helpful to understand a little bit about what other people in the team do. But in a small organisation, it could be up to the one-person generalist data scientist to carry out all of these functions. I have noted in the brief descriptions, these roles can be carried out by dedicated specialists in the team. At least, these groups give me some way of organisation. Sure, these groupings are not clear cut and there are overlaps. In larger teams, there may be a team of Front-End and Full-Stack Developers.
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