Petroleos Mexicanos, Mexico's state oil monopoly, will set up a new company to explore and produce shale gas and deep-water oil in the U.S. as part of an ambitious plan by its rookie CEO to turn around years of falling production.

The proposal, outlined by Chief Executive Emilio Lozoya in an interview, would push Pemex into complicated drilling techniques where it has no experience. It is a bold move abroad for the inward-looking company, which is the world's fifth-largest crude producer but has never faced competition nor ventured far beyond its borders.

"Pemex will be starting a new company that will work on the shale-gas and shale-oil fields in the U.S. and in the deep-water side of the U.S.," said Mr. Lozoya, a 38-year-old former investment banker tapped last year by Mexican President Enrique Peña Nieto to run the oil giant. "The geology is similar and we can benefit from numerous areas of collaboration with international oil companies."

For more on this story go to wsj.com.

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