Maybe it depends on the specific field, but I’ve had no issues mentoring people remotely, and even when I was in the office I was doing it via Teams half the time.

In many contexts it isn’t that hard if you have the tools. The fact that many workplaces skimp on the tools is a them issue, not a mentoring issue.