Fashion data scientists help businesses in the fashion industry collect relevant data from a variety of sources and ensure that the data is accurate and labeled consistently so algorithms can be applied against data that accurately reflects reality. Fashion data scientists then help businesses understand the results of queries they’ve made to the data by preparing reports and disseminating them to stakeholders.