Similarly, the difficulty in large data problems is often more of getting the data in the first place. This is often about coordinating the data creation of many machines and systems.
So, for most of us, this shift will not be huge. Because it is mostly irrelevant. Even systems that do have this much data often benefit from algorithms that don't rely on directly accessing and processing all of it in one shot. If only for resilience. (That is, if a system failing doesn't mean reprocessing all of the data, restarting and recovery is often faster and easier to deal with.)