Kurosaki was born in Kanuma on May 8, 1968. After graduating from Utsunomiya Gakuen High School, he joined Japan Soccer League club Honda in 1987. In 1992, he moved to J1 League club Kashima Antlers. In 1996, the club won J1 League. In 1997, the club also won J.League Cup and Emperor's Cup. In 1998, he moved to Kyoto Purple Sanga. In 2000s, he played at Vissel Kobe (2000), Albirex Niigata (2001) and Omiya Ardija (2002–03). He retired in 2003.