The hardest part of what I did was getting enough documentation to understand the data. Sometimes we got fixed width text files, with no in formation about column definitions. Or column names. Or what values in descriptive columns meant. Stuff like "class of trade".

But generally you're right. It was just simple calculations using sales records. But lots of records, at least several gigabytes, and sometimes several hundred gigabytes.