Saltonstall was born in Haverhill, Massachusetts, June 13, 1783 as a member of the Saltonstall family. He pursued classical studies, attending Phillips Exeter Academy, Exeter, New Hampshire, and was graduated from Harvard University in 1802. He studied law, and was admitted to the bar association and commenced practice in Salem, Massachusetts, in 1805.
