[3] In 1946, Bieber appeared in several films for Columbia Pictures, most notably Rhythm and Weep with the Three Stooges.

She appeared as the character Sarah Higgins in Summer Stock, starring Judy Garland and Gene Kelly.

Bieber also worked with stars such as Tony Curtis (The Prince Who Was a Thief), Hedy Lamarr (A Lady Without Passport), and Larry Fine (Rhythm and Weep).

Bieber was the creator of her own dance group, The Nita Bieber Dancers, which gave short performances produced in 1951-1952 for local television stations needing "filler" programming, including those for Jerry Gray (1950) and The Colgate Comedy Hour (1954; with Dean Martin and Jerry Lewis).

Doctors told her that her dancing was ended and she might never walk again, but she proved them wrong and returned to performing.