Baron-Hay, a former Aussie Rules player, has a background in the financial services sector.
He will take up the position in August.
The appointment came following the recruitment of executive search firm Korn/Ferry International.
Myles Baron-Hay has been appointed the new chief executive officer of the AFL's Sydney Swans.
