The 6-foot-6, 325-pound junior announced his decision on Monday.
ESPN NFL draft expert Todd McShay lists Little as the eighth-best draft-eligible prospect overall, and the No. 1 offensive lineman.
Little was named First-Team All-SEC last week. He played in every game during his three seasons at Ole Miss, starting 29.