Bystanders brought him to the shore, and emergency responders could not revive him.
An autopsy is planned.
Smith worked at PERA for more than 15 years, including five years as its executive director.
Six chief officers and the PERA executive team will continue to run daily operations at the association.
It provides retirement benefits to 568,000 current and former public employees.