The couple was seen at West Hollywood nightclub Troubadour watching a show by Japanese singer Miyavi, who appears in Jolie's upcoming film, Unbroken.
Pitt, 50, and Jolie, 38, were joined by friends during the outing. The duo looked casual in all black outfits; Jolie was seen wearing black leather pants with a matching silk blouse, and Pitt was sporting tan pants, a black jacket and a black hat.
The couple was photographed leaving the nightclub out the back door and stepping into a black SUV at the end of the night. Earlier in April, Pitt and Jolie were also spotted sans their six children as they enjoyed a weekend getaway at a hotel in Los Angeles.
Jolie's Unbroken chronicles the life "of Louis Zamperini, an Olympic runner who was taken prisoner by Japanese forces during World War II." The film hits theaters on December 25.