In the post-Ferguson era, public opinion remains divided about the ways that race and gender intersect in relation to law enforcement’s use of lethal force. Addressing this tension within research, we explored race-gender differences in the likelihood of being killed while unarmed. More specifically, we identified 1,762 fatal interactions with police that occurred over a 20-month time period, and merged them with the nationally representative Law Enforcement Management and Administrative Statistics survey, Uniform Crime Reports data, and census characteristics. Using hierarchical linear models, we find the odds that black Americans will be killed by police when unarmed are nearly 7 to 1—more than double the odds found in research to date—and due primarily to the unarmed status of black women.