Her work at the institute involved the design of synthetic oligonucleotides and, separately, the use of oligopeptide frequency data to classify proteins. Makarova's ongoing research involves comparative genomics, and the genetics and protein functions of archaea. She is the maintainer of a database of archaeal proteins and their relations.