Rinomhota began his youth career at Premier League side AFC Bournemouth before moving to Reading in 2015. He made his senior debut for Reading in 2018 and quickly established himself as a key player for the club. Rinomhota’s impressive performances caught the eye of Cardiff City, and he signed for the club in August 2021.