On 9 July 2019, Odei renewed his contract with the Rojillos for a further season.[11] He made his professional debut at the age of 29 on 8 September, starting in a 2–1 home win against Real Oviedo.[12]
Odei scored his first professional goal on 15 January 2020, netting a last-minute equalizer in a 3–3 draw at Cádiz CF. On 19 September, he moved abroad for the first time in his career, after agreeing to a one-year deal with Indian Super League club Hyderabad FC.[13]
On 7 July 2021, Odei rejoined his former club Mirandés on a one-year contract.[14]