SARS‐CoV‐2 vaccination in rheumatoid arthritis leads to the development of CD4+ and CD8+ spike‐specific T cell memory, regardless of immunosuppressive therapies, and the number of vaccine injections. Here, CD8A is linked to rheumatoid arthritis.