We examined five single‐nucleotide polymorphisms (SNPs) in three ATG genes (ATG5;ATG10; and ATG16L) with known or suspected impact on autophagic flux in an international population‐based case–control study of melanoma. Here, ATG16L1 is linked to melanoma.