This talk will cover the challenges we found to start implementing a data science team both from the technical and human point of view, by going through at least one example of a model implementation at nectar.Main points will include:Technology needed (and problems/limitations with old/new technology)Skills involved further than Data ScienceImprovements regarding previous implementation