In August 2011, after being liquidated by Đồng Tháp ahead of time due to a hand injury, Kayode moved to Atlético Madrid B on a free transfer.

Then, Samson finally agreed to sign a memorandum of understanding to play for the capital team from the 2012 season with a part of the transfer money and a compensation clause in case of any violation.

Returning to Hà Nội on 11 March 2018, Hoàng Vũ Samson is still trusted by coach Chu Đình Nghiêm.

From the 2020 season, the Nigerian-born player moved to Đông Á Thanh Hóa where he scored 9 goals in 22 matches.

On 19 October 2021, Samson joined his sixth Vietnamese club Hồ Chí Minh City.