In search of more playing time and first-team opportunities, Walker-Peters joined Southampton FC on loan in January 2020. He impressed during his loan spell and eventually signed a permanent deal with Southampton in August 2020. Since then, he has become a key player for Southampton, showcasing his defensive abilities and attacking prowess.