Objective The aim of this study is to review the molecular landscape of noninvasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP). Method The relevant literatures about molecular profiling of NIFTP were retrospectively analyzed and summarized. Results The most common mutation in NIFTP was rat sarcoma viral oncogene homolog (RAS) mutation. B-type RAF (BRAFK601E) mutation, PPARG fusion, and THADA fusion also could be seen. There was usually no BRAFV600E mutation. miRNAs also were found to be differentially expressed in NIFTP. Conclusion The molecular profiling of NIFTP may become a new molecular marker for the diagnosis of NIFTP.