To put this accident in perspective, Uber self-driving cars totaled about 2 to 3 millions miles, while the fatality rate on US roads is approximately 1.18 deaths per 100 millions miles [1].
[1] https://www.nhtsa.gov/press-releases/usdot-releases-2016-fat...