Earners of the Pearson Data Analyst Higher Apprenticeship badge have successfully completed the Data Analyst Higher Pearson Apprenticeship. Data Analysts collect, organize, and study data to provide business insight. They are involved with managing, cleansing, abstracting, aggregating, and conducting studies on that data. Earners are now capable of understanding data structures, database systems and procedures. and analytical tools used to undertake a range of different types of analyses.