It was on Thursday afternoon that some bathers raised the alarm that one of the group had disappeared at Trollsjön in Tierp.
The age of the missing person is unclear.
Ambulance and rescue services are on site and reinforcements are awaited from Kungsholmen in Stockholm.
- Divers are on their way, but they have a long way to go, says a command operator at the rescue service.