If children understand that beliefs should be substantiated with evidence, as opposed to tradition, authority, revelation or faith, they will automatically work out for themselves that they are atheists.
There is a big age gap between my sisters Janice and Irma and myself so I didn't know them that well when I was younger although they have been very supportive in later life.