If they are close relatives could you ask them? If not look on Familysearch, you can put in a date range there and possibly get the birth year from there. If neither of these option work, put in an educated guess and put in the biography that it is an estimated guess.
If your relatives are still alive, I am sure they would prefer to have their details correct, but please ensure you maintain their privacy by adjusting the levels on the profiles :)