A new and distinct peach variety of Prunus persica named `NJF17` is described. This variety is distinguished from other peach varieties by its unique combination of non-showy, light pink flowers, flat fruit that ripen in early mid-season, bright green-yellow to yellow fruit that are devoid of over color, clingstone fruit with a juicy, nonmelting texture and sweet, spicy flavor, and firm fruit that retain their firmness well.