Goosen was a New Zealand Schools representative in 2013, and scored a try in their 17-16 victory over Australia. He was also a member of the New Zealand Under-20 side which competed in the Oceania Championship in Australia in May 2015; however he didn't make the final squad for the 2015 World Rugby Under 20 Championship in Italy.