"Painter Song" was co-written by Lee Alexander and J.C. Hopkins for Norah Jones's debut album Come Away with Me, released in 2002 on Blue Note Records. Alexander, an American bassist and songwriter, was a central figure in Jones's early career, contributing numerous compositions and serving as a core member of her band. Hopkins is a jazz pianist and composer known for leading the J.C. Hopkins Biggish Band, and his collaboration with Alexander on this piece brings together their respective jazz and pop sensibilities. The composition has a gentle, painterly quality that matches its title, featuring an understated melodic approach and warm harmonic colors suited to the intimate, acoustic-leaning aesthetic of the album. The original recording includes accordion work by Rob Burger, whose contribution gives the track a distinctive textural character that sets it apart from the more piano-driven material on the album. "Painter Song" sits comfortably within the folk-jazz territory that defined Come Away with Me, prioritizing atmosphere and emotional nuance over virtuosic display. It remains a deep cut from the album rather than a widely performed or frequently covered piece, and documentation of its compositional origins is limited, with no published interviews or liner notes detailing the specific circumstances or inspirations behind its creation.