Giordani's parents were Domenico Giordani and Anna Maria Tosato. He studied music in Naples with Domenico Cimarosa and Niccolò Antonio Zingarelli. In 1774 he was appointed as music director of the chapel of the Duomo of Naples. His first opera (L'Epponina) was released in 1779. His sacred drama La distruzione di Gerusalemme was a notable success at the Teatro San Carlo of Naples in 1787. He became maestro di cappella at the Cathedral of Fermo in 1791.
Until recently, the popular aria Caro Mio Ben (1783) was ascribed to Giuseppe Tommaso Giovanni Giordani. However, scholars now consider Tommaso Giordani, or his father Giuseppe Giordani senior, more likely to be the aria's composer.
- "Giuseppe Giordani" (in Italian). Conservatorio Statale di Musica 'G.B. Pergolesi'. Retrieved 18 November 2014.
- Paton, J.G. (1981). "Caro mio ben: Some Early Sources". Bulletin of the National Association of Teachers of Singing. 37 (2): 20–22.
- Zanetti, E. (1991). "Di alcuni interrogativi intorno a Caro mio ben". In Ziino, A. Musica senza aggetivi: Studi per Fedele D'Amico. pp. 61–83.