I am a finnish data scientist in Paris area. Data scientist has a rather broad definition, so here are the things that I actually do :

• understand business challenges and opportunities,
• write commercial proposals,
• counsel,
• develop data pipeline,
• develop data projects,
• develop data analysis,
• model data : simple/field specific regression and classification models but also machine learning algorithms based solutions (boosted trees, convnets, LSTMs, …),
• assess performances,
• transfer knowledge, popularize …

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