Grosjean was born in Geneva, Switzerland. He was born to a Swiss father and a French mother. He is the great-grandson of Edgar Brandt, weapon designer and founder of Brandt. He is also the grandson of skier Fernand Grosjean, silver medalist in giant slalom at the 1950 World Ski Championship in Aspen.