In 2020, Kim was elected as a Fellow of the American Physical Society (APS), after a nomination from the APS Division of Condensed Matter Physics, "for broad contributions to theoretical condensed matter physics, including new conceptual frameworks for interpreting experiments". In 2022 she was awarded a Simons Fellowship.