The Giants optioned Walker to Triple-A Sacramento on Thursday, Alex Pavlovic of NBC Sports Bay Area reports.
Walker had been torched for 11 runs across his last 6.1 innings, resulting in the former closer's second demotion to the minors this season. His roster spot will be taken by Carson Whisenhunt, who will be the starting pitcher for Thursday's contest versus the Rockies.