In 2010, Muirhead was too preoccupied with the Olympics to play at the World Juniors, but she was back at the 2011 World Junior Curling Championships in her native Scotland. For an unprecedented fourth time in her career, Muirhead won the gold medal at the World Juniors. She beat Canada's Trish Paulsen by a score of 10–3 in the final.