The amount of data is growing faster than ever before, and it is full of interesting opportunities for the enthusiastic to get in. The choice between being a data scientist or a data analyst is among the most talked-about career options. The two may be similar at the surface level, but day-to-day tasks, tools, and long-term career prospects are what set the data analyst vs data scientist discussion apart.