Agree, sounds like standard surface noise.
What you do want to watch for is the problem I had with a (brand new) deck at first, which is the vertical tracking angle being off. On my player, the cartridge was ever so lightly actually touching the record, so you'd hear a light "thunk" on every revolution. You could not hear it while music was playing, but during silence, it could be heard.
If you have that problem, you need someone to fix your player or learn how to do it yourself...