 Plume was educated at Chelmsford, Essex, and Christ's College, Cambridge.He became a Bachelor of Arts (BA) and a Doctor of Divinity (DD).In 1658 he was appointed Vicar of East Greenwich, Kent, in 1662 Rector of Merston, Sussex, and in 1665 Rector of Little Easton, Essex.