Stevie J (Steven Jordan) first rose to fame as a member of Bad Boy Records' "Hitmen" roster of in-house producers and writers during the 1990s. He worked often with label owner Sean "Puffy" Combs, producing on several Bad Boy projects, such as the self-titled debut album of R&B quartet 112. Jordan produced their lead single "Only You" featuring The Notorious B.I.G.. Jordan produced several records on Notorious B.I.G.'s Life After Death album, such as "Mo Money Mo Problems", "Nasty Boy", "Notorious Thugs" (featuring Bone Thugs-N-Harmony), "Another", "You're Nobody (Til Somebody Kills You)", and "Last Day". Jordan went on to win a Grammy Award for production work on Combs' No Way Out album, most notably the Notorious B.I.G. tribute song, I'll Be Missing You.
Outside of his association with Bad Boy, he has also produced for artists including Mariah Carey, with whom he was nominated for a Grammy Award for the contribution on her album Butterfly (1997). From the album, he produced songs like "Honey" (the album's lead single), "Breakdown" (featuring Bone Thugs-n-Harmony), "Babydoll", and for Carey's #1's (1998) "I Still Believe" and "Theme from Mahogany (Do You Know Where You're Going To)". In the summer of 1997, three of the aforementioned Stevie J-produced records (I'll Be Missing You, Mo Money Mo Problems, and Honey) topped the Billboard Hot 100 consecutively from the chart weeks of June 14 through September 27, 1997. He has also produced for Beyoncé, Jay-Z, Brian McKnight, Ma$e, Lil' Kim, Deborah Cox, Tamia and Tevin Campbell. Jordan also co-wrote the 2001 hit single "Let Me Blow Ya Mind" for Eve, who he was dating at the time.
Prior to joining Bad Boy Records, Stevie J often performed with Jodeci as one of their live musicians, playing the bass guitar. Stevie also appeared on their 1995 album The Show, The After Party, The Hotel. Jordan was a member of Swing Mob, a Rochester, New York-based record label and music compound founded by Jodeci member DeVante Swing. After Swing Mob folded and Jordan signed with Bad Boy, he continued a working relationship with Swing's younger brother and fellow Jodeci member Dalvin DeGrate, producing and singing on DeGrate's solo debut album, Met.A.Mor.Phic (2000).
In 2012, Stevie J began appearing as a primary castmember of the VH1 reality TV series, Love & Hip Hop: Atlanta, which featured him involved in a love triangle involving his then girlfriend, Mimi Faust, and Puerto Rican rapper Joseline Hernandez.
Since the show premiered in 2012, Jordan and Hernandez have become a popular couple in the hip-hop world, making cameo appearances in music videos such as former labelmate Faith Evans' "I Deserve It", featuring Missy Elliott and Sharaya J and Trey Songz's Hail Mary, featuring Young Jeezy and Lil Wayne.