On February 26, 2018, DeRosa appeared as Gary on the debut episode of "Living Biblically", a CBS sitcom created by Patrick Walsh and produced by Johnny Galecki. Additionally, DeRosa executive produced and also starred as The Nocturnal in the horror anthology series, "By Night: Origins" which became available to stream via Amazon Prime on April 13, 2018. DeRosa's sixth album, "I Go To Atlanta All The Time" was released on October 31, 2018 and aired exclusively on Sirius XM Satellite Radio's Raw Dog Comedy channel for approximately one year before being made available for purchase on November 15, 2019. In May 2019, Comedy Central released three weekly shorts titled "You Let Me Down". The series, written by and starring DeRosa, is based on his regular column published in "Penthouse" magazine throughout 2017 and 2018. In late 2019, DeRosa moved back to New York City and resumed working at New York comedy clubs on a full-time basis. From July 2011 through March 2012, DeRosa served as the co-host of fellow comedian Robert Kelly's podcast, "You Know What Dude?" on the Riotcast Network. DeRosa left the show when he briefly moved back to Pennsylvania to help care for his ailing mother but returned as a guest that October and on occasional episodes since then. In February 2014, DeRosa began hosting his own podcast, "Down With Joe DeRosa". Each episode featured DeRosa speaking on one topic, usually with a guest although several episodes feature DeRosa solo. In January 2015, the "Down With Joe DeRosa" podcast became part of Al Madrigal and Bill Burr's All Things Comedy podcast network. Soon after, DeRosa noted that he had grown tired of the podcast and its format. He ended the podcast in June 2015 but noted that a new podcast was already planned. On July 10, 2015, Fangoria officially announced that DeRosa would co-host a new podcast with "It's Always Sunny in Philadelphia" and "2 Broke Girls" writer, Patrick Walsh. The podcast, titled "We'll See You In Hell", features the hosts providing commentary for horror films, although the show frequently strays off-topic. It was one of the first four podcasts to debut along with the launch of the Fangoria Podcast Network. "We'll See You In Hell" made its debut on August 3, 2015. On February 14, 2017, DeRosa announced, via Twitter, that "We'll See You In Hell" was moving to the HeadGum podcast network due to changes occurring within Fangoria.