The former England striker, who lives in Barnes, will step down at the end of the current football season.
He’ll stay at the BBC until the end of the next World Cup though, which is being held in the US, Mexico and Canada in 2026.
Reporter Rob Harris says there are a number of names in the running to take over the role.