Yes they are 24/7. Wait at the shuttle location until you see the sixth shuttle, hop on, and you'll be brought to the off airport location (it's LAX so all rental agencies are off airport). I arrived at 1 AM and had no issue so you should be more than fine at 7 pm.
We arrived Lax after midnight and we have no problem.
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