Hutchinson was born in Grantham, Lincolnshire to Frank Maxwell Hutchinson and his wife Elizabeth Ross (née Wright).
Hutchinson was educated at two independent schools in Northamptonshire: at Wellingborough Preparatory School, a day school in the market town of Wellingborough, followed by Oundle School, a boarding independent school in the market town of Oundle.