After the surrender of Germany in early May 1945, "Rutherford" was selected for conversion to a fighter direction ship for service with the British Pacific Fleet. She proceeded to a commercial shipyard in the United Kingdom that month to undergo a refit for her new role. Her refit was not yet complete when the armistice with Japan of 15 August 1945 brought World War II to a close, and further work on her conversion was suspended.