What is the percentage of retained earnings companies usually keep in their coffers?

It depends on situation as well as company policies, if company has good investing opportunity available it may opt for no dividend and if no opportunity available it may go for full distribution as well company can opt for fixed percentage or fixed amount of dividend distribution.