Natalja \n(a)-tal-ja, nat(a)-lja\ as a girl's name is a variant of Natalie (Latin), and the meaning of Natalja is "birthday".
The baby name Natalja sounds like Natalya, Natalia, Natalea and Natala. Other similar baby names are Natalka and Natasja.