Microenvironment-driven intra-tumoral dynamic heterogeneity is a leading cause of drug resistance acquisition in melanoma. It has been reported that slow cycling sub-populations within a tumour are more resistant to drug action compared to rapidly proliferating sub-populations. However, the molecular mechanism behind this phenomenon is still unknown. In this study, we aim to discover the molecular signatures of these two differentially cycling sub-populations and propose specific mechanism behind the microenvironment-driven emergence of these two sub-populations. We have generated 3D spheroids from fluorescent ubiquitination-based cell cycle indicator (FUCCI)-transduced melanoma cell lines. Confocal microscopy of spheroid sections revealed that there are two differentially cycling sub-populations present within the spheroid: a central G1-arrested (slow cycling) sub-population with low MITF expression and a peripheral rapidly proliferating sub-population with high MITF expression. To elucidate the molecular mechanism behind this phenomenon, we isolated cells from each sub-population by Hoechst dye diffusion and FACS and then confirmed their accurate separation by their respective MITF expression pattern. RNA seq analysis of cells isolated from these two sub-populations identified several specific molecules that showed significant differential expression pattern in these two sub-populations. Specially, melanocyte- and melanoma-specific isoforms of MITF (MITF-M, MITF-Mdel) showed more than 2 fold down-regulation in the G1 arrested central sub-population compared to cells in G1-phase of the cycling peripheral sub-population. Pathway enrichment analysis of the RNA seq data suggested that the PI3K-AKT pathway has been significantly altered in these two sub-populations. Based on these, we proposed a PI3K-AKT and Wnt/β-catenin pathway driven regulatory mechanism to explain the differential expression pattern of MITF in these differentially cycling tumor sub-populations. In addition, we will also investigate the downstream effectors of MITF to understand how differential expression of MITF and its activity in these two subpopulations regulate their segregation within spheroids.