In the negotiations to form a "Grand Coalition" of Chancellor Angela Merkel's Christian Democrats (CDU together with the Bavarian CSU) and the SPD following the 2013 German elections, Bullmann was part of the SPD delegation in the working group on banking regulation and the Eurozone, led by Herbert Reul and Martin Schulz. He also participated in similar negotiations following the 2017 elections.