Jatta or Jåttå is a surname. Notable people with the surname include:
Assan Jatta (born 1984), Gambian football striker
Daniel Laemouahuma Jatta, Jola scholar and musician from Mandinary, Gambia
Fabakary Jatta, member of the Pan-African Parliament from the Gambia
Ousman rambo jatta, the Councilor of Old Bakau in Gambia
Paul Jatta (born 1991), Gambian footballer
Sidia Jatta, Gambian politician, academic, and writer
Jatta (novel), fantasy novel for teens with the heroine Princess Jatta 'whose life is not a fairytale'