Finch was also previously deputy assistant secretary for policy, and the nominee to be assistant secretary for transportation policy, at the United States Department of Transportation (USDOT). There, Finch co-led the development of the USDOT's infrastructure proposal, which set the foundation for the Bipartisan Infrastructure Law, organized and advised on the Department's discretionary grant programs, and developed the Department's automated vehicle, drone, and advanced technology policies.