[4] Remover's interest in music production stems back as far as 2011, inspired by dubstep producers like Skrillex, Kill the Noise, and Virtual Riot.

[10] From electronic music, Remover's production became more trap-centric around 2018; they cited artists such as Trippie Redd, Earl Sweatshirt, and Tyler, the Creator as inspirations.

[10] Guest production then became a large part of Remover's early career, with their being a member of multiple SoundCloud collectives such as PlanetZero and Graveem1nd.

[18] In March 2023, Remover became an official resident of NTS Radio, where they performed monthly hour-long sets, entitled "Wait Watch This", on the station's second channel.

[20] On September 20, the album's title track, "Census Designated", was released along with an accompanying music video directed by Quadeca.

[21] The album saw their move away from bitcrushing and sampling towards a "blend of shoegaze and bedroom pop", guitar rock anthems with slow buildup and deafening noisy climaxes.

A Pitchfork review of Census Designated compared this iteration of their sound to music acts such as Ethel Cain, My Bloody Valentine, Slowdive and yeule.

[25] On January 1, 2025, Jane Remover announced their third studio album, Revengeseekerz, alongside the release of its lead single, "JRJRJR".

These releases sampled a wide range of sounds, including pop songs of the 2010s, viral videos, and even Remover's own music.

[29] The Dariacore series of albums have since inspired many artists to adopt a similar style of production, releasing short sample-based EDM tracks themed around popular media.

[9] On July 21, 2023, Remover released the fourth and final studio album under the Leroy pseudonym, Grave Robbing, which premiered on NTS Radio.