"fine grained" is relative, but you can go forwards/backwards 10 seconds in YouTube Android by doubletapping to the left/right of center on a video. If it's paused, doubletap to the left/right of the play button. It should also work on iOS, but I don't have an iPhone so can't confirm.
https://www.majorgeeks.com/content/page/youtube_double_tap.h...