Sylvan Lake RCMP responded to a possible drowning Wednesday afternoon.
Police were called after a man in his early 20s fell into the water while on an inner tube and did not resurface just after 3:30 p.m.
As of 5 p.m., boats were still on the lake with people actively searching for the man.
The RCMP helicopter has also been deployed.