In 1995, De la Torre, by then an
independent politician, was elected to Málaga's city council as second on the
People's Party list, and joined the party the following year. He quit this post in June 2014 to concentrate on the upcoming mayoral elections. ,
Mariano Rajoy and
Alain Seban at the opening of the
Centre Pompidou's Málaga location in March 2015 De la Torre's party retained their majority in Málaga city hall in 2003, 2007 and 2011, but in
2015 they had to form a coalition with
Citizens; this result still made him the PP mayor of the largest city; he blamed national corruption scandals for the party's decline in popularity. In
2019, he needed the support of the two Citizens councillors to form a majority for his sixth mandate. De la Torre suffered a
stroke in April 2020. After a month in hospital, he returned to work. Later in May, he marked 20 years as mayor. An article in
La Opinión de Málaga was mostly positive on his two decades, apart from some expensive failed projects such as the Museum of Gems, and sanitation worker strikes. His party returned to majority government for the first time in eight years, increasing their share from 14 to 17 of the 31 seats amidst the wipeout of Citizens. In May 2025, he marked a quarter of a century as mayor. ==Honours==