Randy Brecker was born Randal Edward Brecker on November 27, 1945, in Cheltenham, Pennsylvania, to a father who played jazz piano as a hobby and introduced his sons to Dizzy Gillespie, Miles Davis, Clifford Brown, and Chet Baker at home. Brecker picked up the trumpet at eight and studied at Indiana University from 1963 to 1966 under Bill Adam, David Baker, and Jerry Coker before heading to New York.

His professional career started fast. He joined Blood, Sweat & Tears for their 1968 debut Child Is Father to the Man, then moved through the Horace Silver Quintet and Art Blakey's Jazz Messengers. In 1970 he co-founded the fusion group Dreams with his younger brother, saxophonist Michael Brecker, along with drummer Billy Cobham and guitarist John Abercrombie, recording two albums for Columbia before the group broke up in 1971. His own debut as a leader, Score, was recorded in 1968 (with Michael on the session) and released in 1969 on Solid State.

His session work crossed into rock the same year the Brecker Brothers formed. On July 13, 1975, Brecker overdubbed a trumpet part onto Bruce Springsteen's "Meeting Across the River," part of Born to Run, on a last-minute arrangement worked out on the spot by Steven Van Zandt. Springsteen had the track already recorded and liked what Brecker played enough to keep it as-is.

That same year, Randy and Michael formed the Brecker Brothers Band, blending jazz harmony with funk grooves hard enough to draw listeners who had never bought a jazz record. The band released six albums on Arista between 1975 and 1981, earning seven Grammy nominations, and the single "East River" reached No. 34 on the UK Singles Chart in 1979. The group disbanded in 1982 and reunited a decade later on Dave Grusin and Larry Rosen's GRP Records: 1992's Return of the Brecker Brothers picked up three more Grammy nominations, and 1994's Out of the Loop won two Grammys, Best Contemporary Jazz Performance and Best Instrumental Composition for Michael's "African Skies."

Brecker's solo Grammy history runs alongside the band's. His first solo win came in 1998, for 1996's Into the Sun on Concord Jazz, and further wins followed roughly every few years: 2004 for 34th N Lex, 2007 for a WDR Big Band live recording of "Some Skunk Funk," 2009 for Randy in Brasil, and 2014 for Night in Calisia, a suite made with Polish pianist Włodek Pawlik that also made Pawlik the first Polish jazz musician to win a Grammy. His most recent win came in 2020, Best Jazz Performance for "Sozinho." Michael Brecker passed away on January 13, 2007, from leukemia, ending the brothers' partnership for good; Randy's Grammy wins since then have all come as a soloist or in other collaborations.

Brecker's personal life is woven into his discography. He married pianist Eliane Elias in the 1980s and recorded the duo album Amanda (1985) with her, named for their daughter, jazz vocalist Amanda Elias Brecker; the marriage ended in 1990. He remarried in December 2001, to Italian saxophonist Ada Rovatti, whom he had met five years earlier at a big-band engagement in Italy; the two later recorded Sacred Bond: Brecker Plays Rovatti (2019), a full album of her compositions.

Now in his eighties, Brecker remains an active touring musician. His 2026 schedule includes the Lion City Jazz Festival in Singapore alongside Rovatti, a stand with the WDR Big Band in Cologne, an appearance at the International Trumpet Guild conference in Rochester, a China tour, and a July date at Odense Jazz Festival in Denmark.

Brecker's playing sits at the center of what this project calls crossover jazz: a jazz improviser's vocabulary carried into funk, R&B, and rock contexts without abandoning the improvisational core. His earliest influences were Dizzy Gillespie, Miles Davis, Clifford Brown, and Chet Baker; his own signature sound, developed through the Brecker Brothers, fused hard-driving funk rhythm sections with dense jazz harmony and horn arrangements, a template that shaped jazz-funk playing broadly through the late 1970s and 1980s.