 He was educated at a number of Norfolk schools before attending Caius College, Cambridge.He attained a bachelor's degree, followed by a Master's, after which he left to become curate at his father's church in Sporle.He then worked under Thomas Page, Rector of Beccles, and on his father's death in 1747, Nelson succeeded to the livings of Hilborough and Beccles.