I think this might be him in 1861,

Newnham St, Newnham

Charles DAVIS, Head, Mar, 35, Saddler, b. East Dean
Sophia, Wife, 43, Stay maker, b. Frampton on Severn
Susan, Daur, 12, b. Newnham
Ann, Daur, 10, b. Newnham
Elizabeth, Daur, 7, b. Newnham

GR transcribed the name as DAVID but the original is clearly DAVIS