The plane travelling from Barcelona to Dusseldorf, Germany, was carrying 142 passengers and six members of staff.
The Airbus A320 lost radio contact at 11am and debris was found in the French Alps.
Unconfirmed reports suggest the cabin pressure failed which lead to the aircraft going into a steep descent.