In April 1937, Panzinger joined the SS with member number 322,118. He was then employed as a Kriminalkommissar (Chief Inspector) in the state police headquarters in Berlin. On 29 June 1940 he began working in the Sicherheitspolizei (SiPo; Security Police) in Sofia, Bulgaria.