WASHINGTON—President Barack Obama will propose government spending that is 7%—or $74 billion—over caps he and congressional Republicans agreed to in a bipartisan deficit-reduction deal over three years ago, a White House official said Thursday.

Mr. Obama’s fiscal 2016 budget, due to be released Monday, will propose some $561 billion in defense spending and $530 billion in nondefense spending, the official said.

The...