Torres first won a seat on Paterson's city council in 1990 after having previously run five times. He served on the City Council for five terms. He later became the purchasing agent for the city's housing authority. and won a re-election bid in 2006. He was defeated in by Jeff Jones in 2010. He became the first Latino mayor of the city, which has a
Hispanic-Latino majority. Torres was a member of
Mayors Against Illegal Guns (MAIG). Torres ran for election as an independent in the 2014 mayoral race which took place on May 13, 2014. He won the seat garnering 8,069. votes, in an election in which 22,896, or 30%, of the city's 76,059 registered voters participated. Voting was characterised an unprecedented 2,413 mail-in votes, almost 800 more than the total absentee ballots cast in the previous three elections combined and more than twice as many as in 2010. Torres received 930 of the absentee ballots, 38.5 percent of the total and more than twice as many as any other candidate. The mayor's salary was set at $119,000 per year after approval by the
New Jersey Department of Community Affairs. Torres collected $4,152 more than his salary from July 1 through December 5, 2014 in erroneous payments. He returned much of the erroneous payments after payroll clerks discovered the error and made his final payment after it was exposed in a local newspaper. In 2015, Torres created the position of "deputy mayor", which are multiple, unofficial and unpaid. Their role is to advise the mayor on various aspects of city planning and to act as liaisons to Paterson's various ethnic communities. ==Fines and vacation payments==