Police said they were alerted to the unidentified man jumping at 7.40am as the man was swept under the nearby Rama III Bridge and disappeared.
Police found his sandals and mobile phone left on the Krung Thep Bridge.
Footage from a security camera on the bridge showed the man climbing over the bridge barrier and plunging into the river.