Kobayashi worked as a trial attorney and managing partner of the law firm of Fujiyama, Duffy & Fujiyama in Honolulu for a period of 17 years. She worked as a deputy prosecuting attorney in Honolulu before becoming a United States magistrate judge on August 2, 1999. In 2000 and 2001, she taught at the William S. Richardson School of Law.
