Lung cancer is the malignant tumor with the highest morbidity and mortality in China, and nonsmall cell lung cancer is a common form of lung cancer. After undergoing chemotherapy and molecular targeted therapy, the treatment of lung cancer has now fully entered the era of immunotherapy. Immunotherapy‐based treatment has become one of the standard treatments for lung cancer. Immunotherapy has also gradually moved from the back line to the front line, from advanced to early patients. This article focuses on the latest developments in perioperative and advanced lung cancer immunotherapy, discusses the problems and challenges at the current stage, and explores new directions for future development.