We have identified two protein markers, autophagy and beclin 1 regulator 1 (AMBRA1) and loricrin, in the epidermis overlying primary melanomas, whose expression is lost in high‐risk AJCC stage I melanomas, but which are retained over genuinely low‐risk tumours. Here, AMBRA1 is linked to melanoma.