Frank Burke holds a robust educational background, including a law degree from the University of Louisville, and began practicing law in 1948. He served in the United States Army during World War II, which likely contributed to his leadership skills. Burke's professional journey includes significant roles in local government, such as assistant city attorney and director of public safety in Louisville. He transitioned to state and federal politics, serving in the Kentucky House of Representatives and the United States House of Representatives, where he notably supported the Civil Rights Act of 1960. As mayor of Louisville, Burke focused on public safety, infrastructure, and city workforce improvements, achieving notable reductions in crime and enhancements in public services.

Frank Burke's political philosophy reveals a unique blend of progressive civil rights advocacy with a focus on local governance and public safety. His support for the Civil Rights Act of 1960 juxtaposes with his emphasis on increasing police presence and improving public infrastructure during his tenure as mayor. Burke's approach to crime and public safety, marked by both increased policing and public lighting, suggests a calculated effort to balance security with community well-being. His consistent prioritization of local improvements, from sewers to street lights, underscores a deeply localized governance style.