It was the Bears’ first win under John Fox.
The Raiders (2-2) grabbed the lead on a field goal by Sebastian Janikowski with just over two minutes remaining that was set up by an interception by Charles Woodson deep in Oakland territory.
Cutler then led Chicago (1-3) from its 20 to the Oakland 32 before Gould nailed the winner in the closing seconds.