I work with large-ish scale data [1] related to networks of solar farms. With all the network and data complexity, people are usually surprised when I tell them that my biggest single problem is time stamps and time zones.
[1] A typical data chunk is small enough to fit in a few gigs of memory, and large enough that a spreadsheet is impractical, several times over.