What is the difference between data analyst and data scientist?

Data analysts are responsible for taking out valuable results from the existing data through data analysis and report writing. However, data scientists curate new methods to collect and process that data on which data analysts can work and improve the business model of the organization.  

Thus, data analysts have to do more of the analysis task while data scientists work on new ways of data collection.