The international account does not include North America but does include the pharmaceuticals giant's business in the UK.
GroupM fought off competition from Interpublic Group and Omnicom Media Group during a seven month review process.
The review was called last July in an attempt to consolidate Bayer HealthCare's multiple agency roster.
Bayer-owned brands include Berocca, Rennie and Canesten.