Bajrović was appointed as Minister of Energy, Mining and Industry of the Federation of Bosnia and Herzegovina in the first cabinet of Fadil Novalić in 2015.

His tenure as the Minister was shaped by his decision to send Financial Police to all state-owned enterprises, especially those in the highly corrupt energy sector.

At October 2016 local elections, Civic Alliance won the mayorship in Bihać and council seats in other parts of the country.

He made numerous media and public appearances including participating in several briefings at the United States Congress related to the Western Balkans and testifying before the Joint Committee on European Affairs of the Oireachtas, Ireland's National Parliament.

He gave lectures at the Foreign Service Institute at the U.S. Department of State, as well as at Columbia, New York, American and other universities.