Collecting and studying different sets of information are typical tasks of a data analyst. A data analyst may examine the hours worked by employees in a grocery store. Data analysts store, collect and interpret statistical information. Analysts typically collaborate with database programmers and administrators to write system modification recommendations or in-house instruction and training materials.