Schumann, born in Bad Frankenhausen, began his career as a footballer in 1984 before switching to athletics. He won a gold medal over 800 m at the 1998 European Athletics Indoor Championships in Valencia. At the European Championships in Budapest in the same year, he won the title in a close finish. A few weeks later he also won the 800 m race at the World Cup in Johannesburg.