If we presume a functionally infinite universe sure life pretty much has to exist in multiple spots. That’s a big presumption by itself though.

After that, is said civilization on some dinosaur shit? Are they so far beyond us we look like cavemen in comparison? Are they looking around the universe and just missed us? Do we want them to find us? Historically humanity finds less advanced groups and kills, enslaves, or just robs them blind. No reason to think the alien conquistadors would be better then the Spanish ones.