Hestia. You only see her in The Last Olympian, but she was pretty awesome. She was helpful in ways that the major gods weren't. She was what Percy needed. She may have always been there, but just because we didn't see her doesn't mean that she isn't as important as the other gods. She is the Last Olympian in a way.