It became part of the NYPD in 1995 as the Transit Bureau of the New York City Police Department by decision of New York City Mayor Rudolph W. Giuliani . In 1949 , the department was officially divorced from the New York City Police Department , but was eventually fully re-integrated in 1995 as the Transit Bureau of the New York City Police Department by New York City Mayor Rudolph W. Giuliani .