During the 1760s Sancho married a West Indian woman, Anne Osborne. He became a devoted husband and father. They had seven children. Around the time their third child was born, Sancho became a valet to George Montagu, 1st Duke of Montagu (of the second creation), the son-in-law of his earlier patron. He remained there until 1773.