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I mostly work as Data Scientist in a non-profit institute. In practice most of our clients are big private companies hiring us to do R&D projects

I'd say my work is 40% designing and training machine learning models, 30% writing data pipelines to provide information to my models and 30% deploying infrastructure and applications to make use of my models