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The establishment and maintenance of cellular identity are crucial during development and tissue homeostasis. Epigenetic mechanisms based largely on DNA methylation and histone modifications serve to reinforce and safeguard differentiated cell states. Somatic cell nuclear transfer (SCNT) or transcription factors such as Oct4, Sox2, Klf4, c-MYC (OSKM) can erase somatic cell identity and reprogram the cells to a pluripotent state. In doing so, reprogramming must reset the chromatin landscape, silence somatic-specific gene expression programs, and, in their place, activate the pluripotency network. In this viewpoint, we consider the major chromatin-based barriers for reprogramming of somatic cells to pluripotency. Among these, repressive chromatin modifications such as DNA methylation, H3K9 methylation, variant histone deposition, and histone deacetylation generally block the activation of pluripotency genes. In contrast, active transcription-associated chromatin marks such as DOT1L-catalyzed H3K79 methylation, FACT-mediated histone turnover, active enhancer SUMOylation, and EP300/CBP bromodomain-mediated interactions act to maintain somatic-specific gene expression programs. We highlight how genetic or chemical inhibition of both types of barriers can enhance the kinetics and/or efficiency of reprogramming. Understanding the mechanisms by which these barriers function provides insight into how chromatin marks help maintain cell identity.