Background: There is little evidence to guide surgical management of biopsies yielding the histologic descriptor "atypical intraepidermal melanocytic proliferation" (AIMP).Objective: Determine frequency of and factors associated with melanoma and melanoma in-situ (MIS) diagnoses after excision of AIMP and evaluate margins used to completely excise AIMP.Methods: Retrospective, cross-sectional study of 1127 biopsies reported as AIMP and subsequently excised within one academic institution.Results: Melanoma (in-situ, stage 1A) was diagnosed after excision in 8.2% (92/1127) of AIMP samples. Characteristics associated with melanoma/MIS diagnosis included age 60-79 (OR 8.1, 95% CI 2.5-26.2), age ≥80 (OR 7.2, 95% CI 1.7-31.5), head/neck location (OR 4.9, 95% CI 3.1-7.7), clinical lesion partially biopsied (OR 11.0, 95% CI 6.7-18.1), and lesion extending to deep biopsy margin (OR 15.1, 95% CI 1.7-136.0). Average surgical margin used to excise AIMP lesions was 4.5mm (SD 1.8).