The concept of resilient and sustainable supply chain network design provides a suitable solution to balance economic problems, environmental and social disturbances in the design of the supply chain network. This concept is a strategic and tactical decision in designing a supply chain network to determine the location (suppliers, manufacturers, distributors, and retailers) and the allocation of the number of raw materials or products. This paper aims to provide an extensive systematic and bibliometric overview of 'supply chain network design' as a term and concept. The Scopus database contained articles from 2010 through 2022. We analyzed 155 articles from 74 journals and 38 publishers, reviewed the compiled articles, and classified them using the VosViewer software. The analysis was conducted on productive journals, the most cited articles, keywords, research objectives, and attributes considered in each sustainability dimension. VosViewer is used to visualize bibliometric literature reviews. The indicators used in the aspects of resilience and sustainability in the supply chain network design are reviewed. This research will contribute to future academic and practitioner work on supply chain network design.