Kuroiwa was born on 26 September 1954 in Kobe, the capital city of Hyōgo Prefecture in Kansai region of Japan. A graduate of Waseda University, Kuroiwa became the governor of Kanagawa Prefecture on April 23, 2011, and has held the position for more than 10 years.