Google Inc. is looking for auto industry partners to bring its vision of a self-driving car to market within the next five years, the head of the software giant’s autonomous-vehicle project said Friday.

“We don’t particularly want to become a car maker,” Chris Urmson, the project’s director, said in an interview. “We are talking [with] and looking for partners.”

Mr....