Bucca had served in the United States Army as a Green Beret during the Vietnam War. Later, he would serve the Defense Intelligence Agency as an analyst. Becoming a reservist in 1986, he joined the FDNY. He was subsequently injured on the job, which cost him his qualifications as a paratrooper and ended his eligibility with the Army Special Forces, causing him to leave the service.