How much should I wait on withdrawal?

There is no specific time since the choice of validators is affected by a random value. It is impossible to accurately predict when the pool will be a validator, but it can be assumed, based on the size of its stake and the stake of the remaining pools, with what probability it will become a validator. However, nothing could be guaranteed due to the presence of randomness.