ScienceDesk is an innovative platform for data scientists, engineers and end-users to interact, and obtain insights into their data. ScienceDesk fosters collaboration around data by sharing domain-specific algorithms and automatizing processes of data analysis. ScienceDesk can function as a data management system while providing flexibility and convenience to run algorithms to process the data.