Spier was born in Amsterdam, and started his career as an athlete at Sparta Atletiek in Den Haag. At this team he showed to be talented, but his performances were not at the top level yet. Due to this there are no notable results of him as a D, C and B-junior. As an A-junior however he qualified himself at the Dutch National Championships for seniors through a fifth position at the decathlon for the Junior World Championships in Santiago. In Santiago he started with 10.54 over 100 metres, which was the fourth Dutch junior time in history. However, due to a hamstring injury he was unable to continue his tournament. A year later, in 2001 he was able to represent the Netherlands at the decathlon at the European Under-23 Championships that were held in Amsterdam. Also in this tournament he was suffering from an injury, but still managed to achieve a ninth position overall. In 2002 he came in second at the 60 metres indoor held at the Dutch National Championships. At the same event he reached the fourth place at the 60 metres hurdles. With these performances he qualified himself for the European Indoor Championships in Vienna for both distances. He eventually was eliminated in the first round series in both occasions. The 4×100 metres relay team consisting ofCaimin Douglas, Maarten Heisen, Patrick van Luijk and Guus Hoogmoed, with Gregory Sedoc and Virgil Spier as reserves, did qualify for the Olympics. Initially they finished in 17th position during the qualification process while only the first 16 teams would qualify, but due to the cancellation of the Australian team they were allowed to start in Beijing. In their qualification heat Heisen, Hoogmoed, Van Luijk and Douglas placed third behind Trinidad and Tobago and Japan, but in front of Brazil. Their time of 38.87 was the fifth fastest out of all sixteen participating nations in the first round and they qualified for the final. In the final, the second baton change between Hoogmoed and Van Luijk failed, resulting in a slow time. They still finished the race to place seventh, before the disqualified Chinese team. Spier himself did not participate.
