Ella Fitzgerald Sings the Jerome Kern Song Book is a 1963 studio album by the American jazz singer Ella Fitzgerald accompanied by an orchestra arranged and conducted by Nelson Riddle.

The album focuses on the songs of the composer Jerome Kern.

This was the second of Fitzgerald's Song Book series to have been orchestrated by Riddle; their previous collaboration was her George and Ira Gershwin Song Book in 1959.

Fitzgerald and Riddle also recorded two albums of standards, Ella Swings Brightly with Nelson and Ella Swings Gently with Nelson, in 1962.

Recorded January 5–7, 1963 at Radio Recorders Studio 10H, Los Angeles: Tracks 1,3,5-6 and 8 On Tracks 2,4, and 7: Personnel same as tracks 1,3,5-6, and 8 except Felix Slatkin and Marshall Sosson violin replace Don Lube and Sidney Sharp; Edgar Lustgarten cello replaces Ray Kramer; and add Ann Stockton on harp.