Space fillers are sadly important for group settings where you need to finish a thought before someone interjects.
But hearing them from an interviewee drives me crazy, along with "sort of", "kind of", etc. I once counted all of the "sorta"s in an NPR interview, it was brutal.
Just randoms "um" inbetween because your struggling to build sentences can get annoying both in person and online