The school year has started, and I've been sitting in on some graduate-level abstract algebra lectures, without having an algebra background - my background is in applied math, so, lots of analysis, linear algebra, complex variables, probability and numerical methods.
I noticed the algebraic structures that are defined and then used throughout the number-theoretic lectures so far are groups, rings, and fields; however, there has been no mention of vector spaces.
Is vector space structure important, when studying abstract algebra as a first (graduate level) course? Does it ever come up later on, say, in research level questions?
As mentioned in the comments, the short answer is "yes."
In your first course, you don't talk about them as much, probably partly because there are classes that are specifically linear algebra classes. However, it does show up in abstract algebra. Here are a few places that it shows up: