As a data scientist, you will be involved in all stages of the data analysis process, from understanding the context of the problem and collecting relevant datasets to selecting the appropriate statistical methods for analysis and creating visualizations to interpret results. You will also be expected to build models to forecast future events or predict customer behavior.