Bumrah got strong support at the other end from Mohammed Siraj (2-20) and Harshit Rana (3-48) who joined to destroy the famed Australian batting lineup.
Mitchell Starc remained the top scorer for Australia by scoring 26 runs.
The rest of the batting lineup struggled in front of a spirited performance by Indian bowlers.