Yes, it is a word. Adding the suffix "-ness" to most adjectives creates an uncountable abstract noun whose basic meaning is "state of being <adjective>".
Dictionaries may not provide separate entries for these abstract nouns when they have not developed additional meanings besides "state of being <adjective>", but they are still real words.